Fable used 57.4M tokens, Astra 9.8M

Tokens used. The dark tick is each model's own projection after a pilot.

OpenAIAstra
9.8M, projected 3.4M
AnthropicFable
57.4M, projected 18M
← Library · Model comparisons Model comparison · web search

Fable 5.2 vs GPT-6 AstraWeb search capability comparison

Claude Fable 5.2 Medium from Anthropic and Astra 6 Medium from OpenAI answered the same research question on the same morning. This page compares how long each run took, how many tokens it used, and whether the figures and links in its report hold up.

12 Nov 2026

Our takeaways
  • We still need clear instructions and skills to use Fable for web search.
  • Fable sucked up almost 90% of the $100 Max plan's 5-hour limit with one shot.
  • Astra, just like other GPT models, is stable for web search.
  • "Handle with care" if you run a relatively large web search task with any Claude model.
Prompt

The prompt used for both models.

search all major expos (large venue + large visitors) in Japan by verticals and topics
add a table on top for the overview map with the official expo links in 2026 (if not, past year)

the goal is to understand the type of visitors and the companies that set up booths

Instruction

  • /d-search
  • /source-audit

"/d-search" tells the model to follow Dorado's research instructions, which ask for primary sources and a check of every claim against its own link. "/source-audit" then has the model open each cited link and grade the sentence that cites it. Both runs started at 08:12 on 12 November 2026. Each model planned its own search, sent three helper agents, wrote a report, and then audited its own links.

Measured · elapsed time

Which model finished first?

28:13Astra, start to finish. Handed over at 08:41.
57:39Fable, start to finish. Handed over at 09:10.
2×Fable took about twice as long
Astra was finished before Fable was halfway

Elapsed time, both runs from 08:12 JST

Measured · tokens

How many tokens did each run use?

97%of Fable's tokens went on reading earlier context again
3×how far both models overran their own projection
5.8×Fable's tokens against Astra's

Each model projected its token use after a short pilot, and both used about three times their projection. Astra projected 3.4 million tokens and used 9.8 million. Fable projected 18 million and used 57.4 million. The same threefold overrun added about 6 million tokens to Astra's run and 39 million to Fable's.

Each of Fable's two large helpers used more than twice Astra's whole run

Fable's 57.4M tokens by session, with Astra's whole run on the same scale

97% of Fable's tokens were earlier context read again

Fable's 57.4M tokens. One square is about 287,000 tokens.

Earlier context read again, 55.9MNew context, 1.2MWriting, 0.3M

Fable made 285 requests. Each one read about 200,000 tokens of earlier context again. The report, the evidence file, and the audit together are the one dark square.

Measured · four checks

Which report holds up as written?

We checked four things in both reports after the runs: how many expos each one settled, whether the visitor figures are on the cited pages, whether the links open, and how the sentences read.

54candidates in Astra's report, 20 of them not yet verified for size
31expos in Fable's report, each with a visitor figure
0invented web addresses, in either report
Astra lists more expos. Fable gives a visitor figure for every expo it lists.

One square is one expo row in the report

OpenAIAstra

54 rows, 30 with a large visitor figure

AnthropicFable

31 rows, 31 with a visitor figure

Visitor figure reportedSmall specialist show, kept as an exceptionSize not verified

Fable reports figures for shows that Astra leaves unverified: 156,110 visitors for the robot show iREX, 77,940 for Logis-Tech Tokyo, and 64,376 for SMART ENERGY WEEK. Astra reaches Osaka, Nagoya, and Fukuoka, and adds seafood, farming, pets, plastics, and printing shows that Fable leaves out.

Visitor figures checked against the cited pages

One square is one headline visitor figure, checked against the page the report cites

OpenAIAstra

34 of 37 found on the cited page

AnthropicFable

25 of 31 found on the cited page

Figure is on the cited pageFigure is not on the cited pageOur script could not read the page

The dark square is the Supermarket Trade Show. Astra's link now opens the 2027 page, which no longer shows 80,922. Fable cited the PDF report for the same figure, and the figure is there. Fable's six unread pages are five PDF charts and one site that refuses scripts.

Links: no invented web addresses in either report

One square is one unique link in the report, opened by our script on 2026-11-12

OpenAIAstra

88 of 90 open, 1 not found

AnthropicFable

126 of 130 open, 0 not found

OpensNot found (404)Site refused our script (403)

Astra's dead link is a hub page for HR and back-office Week. Its own row says "URL recovery incomplete", yet its audit counts zero dead links. All five refused links belong to SEMICON Japan, which blocks scripts.

Sentence length: Astra writes shorter sentences, Fable uses shorter words

Words per sentence or table cell in the main report. Bar: nine in ten are this short. Dot: the longest.

Dashed line: 25 words. Astra has no sentence past it. Fable has 16.

OpenAIAstra16.7%of its words have ten letters or more. 93 semicolons.
AnthropicFable9.9%of its words have ten letters or more. No semicolons.

Astra packs short cells with semicolons and qualifiers. A typical cell reads "55,146 (2026); counting method unconfirmed". Fable writes full sentences, and a few of them run long.

What the check caught

  • OpenAIAstra: a figure no longer on its page.Its Supermarket Trade Show link now opens the 2027 page, which no longer shows 80,922 visitors. Fable's PDF source still shows the figure.
  • OpenAIAstra: a dead link its audit missed.The HR and back-office Week hub page returns 404. Its own row says "URL recovery incomplete", yet its audit counts zero dead links.
  • OpenAIAstra: a label that contradicts its figure.It labels the education show EDIX "size-unverified" beside a figure of 26,155.
  • AnthropicFable: a date slip.Its table shows Tokyo Game Show running five days when its evidence file says four.
Measured · content density

How much report did each token and each minute produce?

The two reports are about the same length. In each chart, the dashed line is Astra's rate. The hollow circle shows where Fable would sit at that rate.

Report words against links

Fable cited more pages in fewer words

05010015001,0002,0003,0004,000Words in the main reportAstra's rateFable at Astra's rateAstra: 3,711 words, 90 linksAstra 90Fable: 3,264 words, 130 linksFable 130

Astra cites 24 links per 1,000 words and Fable cites 40. Astra's links cover more sites: 50 domains against Fable's 38.

Time against tokens

Fable spent tokens three times as fast

020M40M60M015304560Minutes from start to finishAstra's rateFable at Astra's rateAstra: 28 min, 9.8M tokensAstra 9.8MFable: 58 min, 57.4M tokensFable 57.4M

Astra used about 350,000 tokens a minute. Fable used about 1 million. At Astra's rate, 58 minutes would have cost 20 million tokens.

Report words against tokens

Fable's shorter report used six times the tokens

020M40M60M01,0002,0003,0004,000Words in the main reportAstra's rateFable at Astra's rateAstra: 3,711 words, 9.8M tokensAstra 9.8MFable: 3,264 words, 57.4M tokensFable 57.4M

Astra spent about 2,600 tokens for each word in its report. Fable spent about 17,600.

Measured · tokens per unit of output

What did one unit of research cost?

Each panel has its own scale. The gap is widest per expo and narrowest when Fable's evidence file is counted.

Tokens per expo row

OpenAIAstra
182K
AnthropicFable
1.85M

Fable used 10.2 times as many

Tokens per visitor figure found on its cited page

OpenAIAstra
289K
AnthropicFable
2.30M

Fable used 7.9 times as many

Tokens per word of the main report

OpenAIAstra
2,649
AnthropicFable
17,593

Fable used 6.6 times as many

Tokens per unique link

OpenAIAstra
109K
AnthropicFable
442K

Fable used 4.0 times as many

Tokens per word of everything written

OpenAIAstra
1,097
AnthropicFable
1,938

Fable used 1.8 times as many

Why the last panel is closer

Fable also wrote a 19,600-word evidence file with the passages behind each figure. Astra did not save one. Counting every file, Astra wrote about 9,000 words and Fable about 29,600.

Both answers

Both answers, with their numbers.

CheckOpenAIAstra 6 MediumOpenAIAnthropicClaude Fable 5.2 MediumAnthropic
Tokens used9,828,96457,422,476
Tokens projected after the pilot3.4M18M
Elapsed time28 min 13 s57 min 39 s
Expo rows5431
Rows not verified for size200
Headline visitor figure found on the cited page34 of 3725 of 31
Figure not on the cited page10
Cited page our script could not read26
Unique links that open88 of 90126 of 130
Links not found (404)10
Links refused (403)14
Longest sentence or table cell23 words36 words
Sentences over 25 words016
Words of ten letters or more16.7%9.9%
Semicolons930

Each model name opens that answer's main report in full.

Both outputs

Actual results

The main report from each run, unedited. Switch between the two to compare them. Links open the cited pages in a new tab.

Japan expo overview by sector

Research date: 2026-11-12. Links were accessed on that date unless labelled otherwise. This is a 54-candidate discovery map, not a complete census. Rows marked size-unverified do not yet satisfy the large-visitor requirement.

ID Sector and topics Official expo link and edition Venue Attendance and counting basis Who visits What companies exhibit Scale status
1 Food/beverages FOODEX 2026 results, accessed 2026-11-12 Tokyo Big Sight. source 73,842 registrations (2026); exhibitor scale includes meat industry show source Current 2027 target: food and drink buyers at importers, wholesalers, retailers, hotels, foodservice and manufacturers. Profile Food and beverage manufacturers and trading companies. source Reported large attendance
2 Food/hospitality HCJ 2026 results, accessed 2026-11-12 Unverified for the cited edition. 55,146 (2026); counting method unconfirmed source Current organizer target: accommodation, restaurant and institutional catering businesses. Profile Kitchen equipment, ingredients, hygiene, IT and guest-room supplies, current organizer categories. Profile Reported large attendance
3 Food retail SMTS 2026 results and 2025 profiles, accessed 2026-11-12 Unverified for the cited edition. 80,922 trade visits (2026), includes concurrent shows and multi-day visitors. source Retailers, supermarket buyers, food distributors and executives with purchasing authority. Profile explicitly refers to SMTS/DTS 2025. source Food and local products, store facilities, materials and information services. 2,151 exhibitors in 2026. source Reported large attendance
4 Prepared food/bakery FABEX 2026 results, accessed 2026-11-12 Unverified for the cited edition. 57,056 (2026), includes joint shows; daily totals source AI inference, unverified: Foodservice and deli buyers AI inference, unverified: Ingredients, prepared foods, bakery equipment Reported large attendance
5 Seafood/aquaculture Seafood Show 2026 results, accessed 2026-11-12 Unverified for the cited edition. 30,091 (2026), unique registered visitors source Organizer target: retailers, foodservice, hotels, wholesalers, food manufacturers, fishing and aquaculture businesses. Profile Seafood, processed fish, processing machinery, refrigeration, packaging and aquaculture technology suppliers. Profile Reported large attendance
6 Gifts/homewares Tokyo Gift Show autumn 2026 report, accessed 2026-11-12 Tokyo Big Sight, September 2026. 221,897 reported attendance, September 2026, including concurrent shows; daily totals, not proven unique people. Japanese buyers; overseas suppliers meet buyers at the show. Detailed job-role shares not extracted. Gifts, apparel, beauty and lifestyle goods; regional and country pavilions. 2,880 exhibitors including concurrent shows. Reported large attendance
7 Retail IT Retailtech official hub; edition not fully verified, accessed 2026-11-12 Tokyo Big Sight, 2027 positioning only; 2026 venue unverified. source Unverified; co-located Nikkei shows source 2027 intended audience: retail IT executives, information-system managers, logistics and merchandising professionals. source 2027 exhibit categories: store IT, cashless payment, retail media, data, e-commerce and logistics. source Size-unverified lead
8 Store design Japan Shop official hub; edition not fully verified, accessed 2026-11-12 Tokyo Big Sight, 2027 positioning only; 2026 venue unverified. source Unverified; co-located Nikkei shows source 2027 intended audience: shop planners, interior designers, architects, retailers, distributors and wholesalers. source 2027 exhibit categories: commercial-space displays, fixtures, signs, furniture and lighting. source Size-unverified lead
9 Gifts/lifestyle LIFESTYLE Week official hub; edition not fully verified, accessed 2026-11-12 Unverified for the cited edition. 36,951 visits, June 2026; once per person per day. Some concurrent-show entries omitted after a registration-system malfunction. Profile Current organizer target: gift shops, department stores, wholesalers and manufacturers seeking OEM supply. Profile Stationery, design goods, everyday accessories, gifts and private-label manufacturers, current positioning. Profile Reported large attendance
10 Fashion FaW October 2026 results, accessed 2026-11-12 Unverified for the cited edition. 17,478 (October 2026), visits, once per person/day; exception source Current target: specialty shops, department stores, online retailers, wholesalers and apparel manufacturers. Profile Apparel brands, sewing factories, textiles, accessories and fashion technology suppliers, current positioning. Profile Specialist exception below 20,000
11 Beauty/salons Beautyworld official hub; edition not fully verified, accessed 2026-11-12 Osaka 2026: INTEX Osaka; Tokyo 2026 venue unverified. source Tokyo 68,174; Osaka 37,561 (2026), preliminary; method unconfirmed source 2027 target: beauty, hair, nail and eyelash salons; distributors, retailers, spas and medical institutions. Profile 2027 categories: cosmetics, skincare, hair, nails, salon equipment, ingredients and contract manufacturing. Profile Reported large attendance
12 Cosmetics COSME Week 2026 results, accessed 2026-11-12 Unverified for the cited edition. 32,563 (2026), visits, once per person/day source AI inference, unverified: Cosmetics buyers and product developers AI inference, unverified: Ingredients, packaging, OEM, beauty brands Reported large attendance
13 Manufacturing Manufacturing World Tokyo 2026 results, accessed 2026-11-12 Unverified for the cited edition. 81,697 (2026), visits; includes Logistics DX and Digital Construction Expo Plus source Current profile: manufacturers of electrical equipment, precision instruments, medical equipment, machinery and vehicles. Job-role chart not extracted. Profile Current categories: components, contract manufacturing, factory equipment, measurement, 3D printing and industrial software. Profile Reported large attendance
14 Robotics iREX official hub; edition not fully verified, accessed 2026-11-12 Unverified for the cited edition. Unverified; 2025 edition lead blocked source AI inference, unverified: factory automation engineers and integrators AI inference, unverified: robot makers, motion control and machine vision Size-unverified lead
15 Food manufacturing FOOMA 2026 archive, accessed 2026-11-12 Tokyo Big Sight, West 1–4 and East 1–3, 7–8 halls, 2026. Profile 67,721 (2026), unique people across show source Food manufacturing industry; specific visitor job-role distribution not verified. Profile Food manufacturing machinery, technology and services; 2026 outline includes startup and research exhibits. Profile Reported large attendance
16 Moulds/tooling INTERMOLD 2026 official guide, accessed 2026-11-12 INTEX Osaka, April 15–17, 2026; separate Nagoya edition at Port Messe Nagoya, May 20–22. Guide 33,397 daily attendance total, Osaka 2026, combined INTERMOLD, Die and Mold Asia, Metal Stamping and VIP categories. INTERMOLD category alone: 18,466. Results Mould makers, moulding and component manufacturers, trading companies and final-assembly manufacturers. 2026 target 2026 Osaka directory examples: FANUC, CADDi, C&G SYSTEMS and BIG DAISHOWA SEIKI. These are exhibitor listings. Profile Large combined attendance only
17 Electronics/digital innovation CEATEC 2026 results, accessed 2026-11-12 Makuhari Messe. source 112,373 registered visitors reported for 2026; repeat-day method not stated in closing release. source 2026: companies, government agencies, research institutions and students, per closing release. source 821 companies and organizations across industries, 2026. Detailed exhibitor categories not established by the closing release. Profile Reported large attendance
18 Semiconductors SEMICON 2025 results; 2026 forthcoming, accessed 2026-11-12 Unverified for the cited edition. 121,267 (2025), cumulative visitors AND exhibitors per day; 2026 forthcoming source AI inference, unverified: fab engineering, materials and equipment procurement AI inference, unverified: Semiconductor equipment, materials, components and manufacturing services Large combined attendance only
19 Electronics manufacturing NEPCON September 2026 results, accessed 2026-11-12 Unverified for the cited edition. 33,925 (2026), visits; shared with Automotive/Factory Innovation and co-located arrivals source Current organizer target: electronics, semiconductor, sensor, component and automotive electrical-equipment manufacturers. Profile Electronic components and materials; manufacturing, assembly, inspection and testing equipment, current positioning. Profile Large combined attendance only
20 IT/software/security Japan IT Week and concurrent shows, spring 2026, accessed 2026-11-12 Tokyo Big Sight, April 2026. Results 51,370 preliminary visits, April 2026 combined shows; once per person per day. Results AI inference, unverified: enterprise IT, security and business-system buyers Software development, IoT, embedded computing and cybersecurity suppliers. Example: Jupiter Technology exhibited in April 2026. Company report, published 2026-04-24. Large combined attendance only
21 Networks/cloud/security Interop official hub; edition not fully verified, accessed 2026-11-12 Makuhari Messe, June 10–12, 2026. source 143,312 (2026), sum of daily keynote/exhibition attendance; explicitly includes concurrent events. Unique-person method unconfirmed. source AI inference, unverified: network architects, operators, enterprise IT AI inference, unverified: Networking, servers, cloud and security Reported large attendance
22 AI/quantum/digital workforce NexTech official hub; edition not fully verified, accessed 2026-11-12 Makuhari Messe halls 1–3, November 11–13, 2026. Profile 10,000 visitors forecast for autumn 2026; actual unavailable while show is running. Below the working threshold on forecast. Profile Companies evaluating adoption of AI, quantum computing and related technologies; current positioning, not measured attendance. Profile AI and quantum technology suppliers. Current hub also lists workforce, robotics, XR and blockchain shows; editions vary. Profile Specialist exception / forecast only
23 Physical security Security Show official hub; edition not fully verified, accessed 2026-11-12 Tokyo Big Sight, 2027 positioning only; 2026 venue unverified. source Unverified; Nikkei concurrent group source 2027 target: security chiefs, facility managers, risk managers and public-security officials. Profile 2027 categories: video surveillance, access control, alarms, biometrics, cybersecurity and disaster-prevention systems. Profile Size-unverified lead
24 Energy Smart Energy Week official hub; edition not fully verified, accessed 2026-11-12 INTEX Osaka, November 18–20, 2026; Tokyo and Makuhari dates on hub now refer to 2027. Profile Unverified; 122,000 hub forecast is not one edition's actual source AI inference, unverified: utilities, developers, factory energy teams Hydrogen, fuel cells, solar, batteries, smart grids, wind, biomass and thermal-power technology suppliers. Profile Size-unverified lead
25 Waste/environment N-EXPO official hub; edition not fully verified, accessed 2026-11-12 Unverified for the cited edition. Unverified; current page thin source AI inference, unverified: waste processors, recyclers and municipalities AI inference, unverified: recycling, treatment, pollution-control equipment Size-unverified lead
26 Construction/property technology Japan Build official hub; edition not fully verified, accessed 2026-11-12 Tokyo Big Sight, December 2–4, 2026. Profile Unverified source AI inference, unverified: builders, developers, architects and property operators Building materials, housing equipment, smart buildings, renovation, construction technology and property IT suppliers. Profile Size-unverified lead
27 Interiors JAPANTEX 2026, accessed 2026-11-12 Tokyo Big Sight, West hall 4, November 18–20, 2026. Profile Unverified source AI inference, unverified: interior designers, decorators and distributors Curtains, blinds, floor coverings, wallcoverings and other interior-fabric suppliers. Profile Size-unverified lead
28 Logistics Logis-Tech official hub; edition not fully verified, accessed 2026-11-12 Tokyo Big Sight, East 1–3, 7–8 and West 1–4 halls, September 2026. Profile Actual unverified; 85,000 registration forecast excluded source Organizer target: logistics, production, IT, procurement and management staff across industries, plus public bodies. Profile Conveyors, sorting and picking systems, forklifts, warehouse equipment, logistics software, carriers and consultants. Profile Size-unverified lead
29 Mobility partnerships Mobility official hub; edition not fully verified, accessed 2026-11-12 Makuhari Messe halls 2–3, October 13–16, 2026; co-located with CEATEC. Profile Co-located with CEATEC; no separate total used source AI inference, unverified: corporate partners, suppliers and startups AI inference, unverified: Vehicle makers, mobility technology and startup suppliers Size-unverified lead
30 Automotive engineering Automotive World September 2026 results, accessed 2026-11-12 Unverified for the cited edition. Same 33,925 shared total as NEPCON; do not add source AI inference, unverified: automotive R&D and production engineers AI inference, unverified: Vehicle electronics, software, electrification and manufacturing Large combined attendance only
31 Pharma ingredients CPHI official hub; edition not fully verified, accessed 2026-11-12 Unverified for the cited edition. Unverified source Current 2027 target: pharmaceutical manufacturers, R&D professionals and procurement specialists. Profile Current 2027 categories include active ingredients and manufacturing outsourcing. Profile Size-unverified lead
32 Pharma manufacturing INTERPHEX 2026 results, accessed 2026-11-12 Unverified for the cited edition. 25,321 (2026), visits; includes Regenerative Medicine Expo source Current target: pharmaceutical, cosmetics and regenerative-medicine manufacturers. Profile Manufacturing, inspection, packaging, ingredients, laboratory equipment, contract manufacturing and pharma IT suppliers. Profile Reported large attendance
33 Welfare/care HCR 2026 results, accessed 2026-11-12 Tokyo Big Sight, East halls 1–3, 7–8, October 7–9, 2026. Profile 110,958 (2026), preliminary cumulative attendance source AI inference, unverified: care professionals, users, families and distributors Welfare, rehabilitation and care equipment and supplies for older and disabled people. Profile Reported large attendance
34 Care services CareTEX official hub; edition not fully verified, accessed 2026-11-12 Unverified for the cited edition. Unverified; page body unavailable source AI inference, unverified: care-facility owners and purchasing staff AI inference, unverified: care equipment, supplies and management systems Size-unverified lead
35 Agriculture/livestock J-AGRI 2026 results, accessed 2026-11-12 Makuhari Messe, October 7–9, 2026. source 31,261 (2026), visits; includes GARDEX and TOOL JAPAN source Current target: agricultural companies, livestock farmers, cooperatives and companies entering agriculture. Profile Agricultural supplies, smart farming, livestock equipment, food-processing and decarbonization products. Profile Reported large attendance
36 Horticulture/plant factories GPEC official hub; edition not fully verified, accessed 2026-11-12 Unverified for the cited edition. 16,976 unique registrations; 45,113 entries incl. re-entry (2026); exception on unique basis source Growers, plant-factory operators, agricultural cooperatives, researchers, distributors and food businesses. Profile Greenhouses, cultivation systems, climate controls, seeds, fertilizers, processing, packaging and smart-farming suppliers. Profile Specialist exception below 20,000
37 Education EDIX official hub; edition not fully verified, accessed 2026-11-12 Unverified for the cited edition. Tokyo 26,155; Osaka 4,742 (2026); method unconfirmed; Osaka exception source Current target: school administrators, procurement staff, teachers, professors, distributors and corporate training teams. Profile Learning hardware and content, e-learning, school operations systems, security and language-learning suppliers. Profile Size-unverified lead
38 HR/workplace HR and back-office Week, official exhibit guide, accessed 2026-11-12 Tokyo Big Sight, September 16–18, 2026, as listed in the exhibit guide. Profile Unverified; URL recovery incomplete source General affairs, HR and accounting department managers and staff, organizer target. Profile Recruitment, training, employee benefits, workplace reform, accounting, finance and AI services. Profile Size-unverified lead
39 Tourism Tourism EXPO Japan 2026 results, accessed 2026-11-12 Unverified for the cited edition. 183,378 (2026 final figures, October 5), sum of daily counts; repeat-person method unconfirmed. source September 24–25: trade and press. September 26–27: public. source 1,420 exhibitors from 74 countries and 46 Japanese regions; company names unverified. source Reported large attendance
40 Anime/licensing AnimeJapan 2026 archive, accessed 2026-11-12 Unverified for the cited edition. Unverified source 2026 has separate public and business days. Business registration is for anime business meetings and industry information. Profile AI inference, unverified: studios, publishers, licensors and merchandise companies Size-unverified lead
41 Custom cars/public Tokyo Auto Salon 2026 results, accessed 2026-11-12 Makuhari Messe, halls 1–11, conference and event halls and outdoor area, January 2026. Profile 272,383 (2026), sum of daily participation; online plays excluded source Industry and press business session, followed by public sessions, January 2026. Profile Custom-car parts, tuning shops, car manufacturers and accessories suppliers, described in the 2026 introduction. Profile Reported large attendance
42 Fishing/public Fishing Osaka official hub; edition not fully verified, accessed 2026-11-12 Unverified for the cited edition. Unverified source Current 2027 outline targets fishing businesses and users; public days are specified. Profile Fishing tackle and related product suppliers, current 2027 positioning. Profile Size-unverified lead
43 Environment/public education EcoPro official hub; edition not fully verified, accessed 2026-11-12 Unverified for the cited edition. December 2026 forthcoming; actual scale unverified source AI inference, unverified: Business visitors and children visiting for environmental learning AI inference, unverified: Environmental technology, circular-economy and sustainability organisations Size-unverified lead
44 Regional gifts Osaka Gift Show 2026, accessed 2026-11-12 Unverified for the cited edition. Unverified; venue/scale exception source AI inference, unverified: regional retailers and wholesalers AI inference, unverified: gifts, lifestyle and regional products Size-unverified lead
45 Regional manufacturing Nagoya Manufacturing official hub; edition not fully verified, accessed 2026-11-12 Unverified for the cited edition. 28,253 visits, April 2026; once per person per day; exhibitors and press excluded. Profile Automotive, aerospace, machinery, electrical and medical-equipment manufacturers, current organizer profile. Profile Components, contract production, factory and measurement equipment, 3D printing and industrial IT suppliers. Profile Reported large attendance
46 Regional semiconductors Kyushu semi official hub; edition not fully verified, accessed 2026-11-12 Marine Messe Fukuoka, September 30–October 1, 2026, confirmed in dated organizer news. Profile Unverified; regional candidate source AI inference, unverified: semiconductor factory and supplier teams AI inference, unverified: semiconductor equipment, materials and factory services Size-unverified lead
47 Machine tools JIMTOF 2026; 2024 attendance evidence, accessed 2026-11-12 Tokyo Big Sight, 92,850 m² planned exhibition area in 2026 outline. Profile 129,018 (2024), unique people across all days; newer result not verified source Organizer describes manufacturing professionals, executives and purchasing decision-makers. 2024 data: more than 70% manufacturing. source Machine tools, cutting tools, gears, fluid-power equipment, precision measurement and control software. Profile Reported large attendance
48 Healthcare/care/pharmacy MEDICAL Japan Tokyo 2026 results, accessed 2026-11-12 Unverified for the cited edition. 12,496 (2026), preliminary visits, once per person/day; exception source AI inference, unverified: hospital, pharmacy and care operators Medical equipment, healthcare IT, pharmacy systems, care supplies, diagnostics and staffing services, current categories. Profile Specialist exception below 20,000
49 Games/public Tokyo Game Show 2026 closing release, published 2026-09-20 Makuhari Messe and TKP Tokyo Bay Makuhari Hall, September 2026. Profile 257,642 reported attendance over four days in 2026. Planned fifth in-person day cancelled; unique-person method not stated. Profile Public audience and business matching participants; exact audience shares not established here. Profile 1,138 companies and organizations; games for console, mobile, PC and VR, plus related products and services. Profile Reported large attendance
50 Pets/public Interpets Tokyo 2026 results on current hub, accessed 2026-11-12 Unverified for the cited edition. 60,019 (2026), preliminary; method unconfirmed source Organizer describes both business and consumer audiences; no 2026 role shares verified. source AI inference, unverified: pet food, accessories, care and lifestyle suppliers Reported large attendance
51 Packaging TOKYO PACK 2026, accessed 2026-11-12 Tokyo Big Sight, Rengo booth East 1, 1R18. Exhibitor Official English table gives 186,240 and 60,228, but its labels conflict with Japanese indexed text. Unique count not accepted pending correction. Results AI inference: packaging development, procurement and production teams. Rengo confirmed its 2026 booth and packaging materials and machinery exhibits. Company report Size-unverified lead
52 Plastics/rubber IPF Japan 2026, accessed 2026-11-12 Makuhari Messe, December 1–5, 2026; future edition. Outline 38,115 visits in 2023; same-day repeat entry counted once. 2026 actual not yet available. 2023 report 2023 profile includes production/manufacturing, sales and technology/design. Profile Plastic and rubber materials, moulding machines, moulds, recycling, testing and contract-processing suppliers. Profile Reported large attendance
53 Broadcast/audio/video Inter BEE 2026, accessed 2026-11-12 Makuhari Messe, November 18–20, 2026; future edition. Outline 34,072 registered visitors (2025); repeat-day deduplication unconfirmed. Results 2025 profile: equipment makers, commercial TV broadcasters, distributors and film/video production companies. Profile 2026 directory: A.O.M. Corporation, Adder Technology Asia Pacific and ASHIDA SOUND. Audio, lighting, video and media systems. Directory Reported large attendance
54 Printing IGAS official history: 2022 fallback; next edition 2027, accessed 2026-11-12 Tokyo Big Sight, 2022 historical edition. Profile 33,078 admissions in 2022; counting method not stated. Current official schedule is 2027, not 2026. Profile AI inference: printers, production managers and print buyers. Prepress, printing, binding, paper converting, labels, packaging and cross-media equipment and services, current positioning. Profile Reported large attendance

How to read the map

  • The working threshold is 20,000 reported visitors or visits at a major exhibition venue. It is an analyst convention. Attendance alone does not verify venue size.
  • Visitor profiles describe organizer targets unless a measured historical profile is explicitly identified. They do not prove that every visitor has purchasing authority.
  • Current profile pages can describe 2027 positioning alongside separately dated 2026 results. They are not presented as measured 2026 audience breakdowns.
  • Daily visits, unique registrations and totals including exhibitors are different measures. Do not rank the events by these mixed figures or add co-located totals.
  • AI inferences remain explicitly labelled. A visitor listing alone does not establish that the company exhibits. Named booth examples are identified separately.

What the map suggests

AI interpretation: start with the visitor group you want to understand. Food distribution, factory equipment, professional services and public entertainment involve different buying situations. Use the visitor and exhibitor columns together, then open the edition-specific directory before choosing an event.

Coverage limits

The map covers 54 candidates across food, retail, consumer goods, manufacturing, electronics, software, energy, buildings, logistics, healthcare, agriculture, education, tourism and public-interest shows. It includes regional candidates in Osaka, Nagoya and Fukuoka, but regional venue calendars have not been searched systematically. It therefore does not establish that every major Japanese expo is included.

Some visitor profiles, historical venues and attendance figures remain unverified. The audit retains these as gaps. Several sites have moved to 2027 pages. An accessible current page is not proof of a 2026 edition.

The pilot measured about 0.4 million tokens and projected about 3.4 million for 50 candidates. This is the original pilot projection, not the final run cost.

The research plan
$50 first month, then $200 a month

Want the sources checked for your product?

These answers are unchecked. In the research plan, we open the sources, check the dates, and correct what is wrong before the brief reaches you.