Fan-out runym3LIxvMwEIpartialAI Overview
best Custom-printed spice and seasoning packaging
Geminigemini-4-argonOpenAIgpt-6.1-sol5 passes + 1 real-search60 queries11/10/2026
Download run
Gemini observed: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'…
Gemini simulated: gemini-4-argon: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… | gemini-3.5-flash-lite: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'…
OpenAI unique queries
58
2 in ≥ half the passes · stability 23%
OpenAI real searches predicted
100%
2 of 2 matched the simulation
Cost of this run
$0.158
34,011 tokens · 2 web searches · on your keys
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
best Custom-printed spice and seasoning packaging
58 unique queries · 5 passes
format and printing comparisons
2 queries · 6 hits
suppliers and barrier materials
1 query · 5 hits
best custom printed spice and seasoning packaging suppliers5xGoogle ↗
REFORMULATIONComparison
food contact safety
1 query · 2 hits
custom printed spice packaging food contact safety inks adhesives requirements2xGoogle ↗
IMPLICITInstruction
sustainable barrier performance
1 query · 2 hits
recyclable vs compostable custom printed spice pouches barrier performance2xGoogle ↗
COMPARATIVEComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
OpenAI simulated (58)OpenAI real searches (2)
Classes come from the query-classifier (a local Laya model). 42 of 60 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
What the models actually searched
Each model answered the query with its own web search. These are the searches it ran, matched to the closest simulated query.
OpenAI2 real searches · gpt-6.1-sol100% predicted
custom printed spice seasoning packaging pouches jars minimum order food packaging ePac Roastar Google ↗
custom printed spice packaging pouches minimum order CarePac PBFY Google ↗
- roastar.com · roastar.com
- roastar.com · roastar.com
- pouch.me · pouch.me
- carepac.com · carepac.com
- roastar.com · roastar.com
- olxpackaging.com · olxpackaging.com
- packtist.com · packtist.com
- epacflexibles.com · epacflexibles.com
- tealpackaging.com · tealpackaging.com
- zentpak.com · zentpak.com
- carepac.com · carepac.com
- carepac.com · carepac.com
- cms.thespicelab.com · cms.thespicelab.com
- carepac.com · carepac.com
- cms.thespicelab.com · cms.thespicelab.com
- irp.cdn-website.com · irp.cdn-website.com
- vannsspices.com · vannsspices.com
- pbfy.com · pbfy.com
- reddit.com · reddit.com
- reddit.com · reddit.com
- reddit.com · reddit.com
- reddit.com · reddit.com
- reddit.com · reddit.com
- reddit.com · reddit.com
- reddit.com · reddit.com
- reddit.com · reddit.com
- reddit.com · reddit.com
- reddit.com · reddit.com
- reddit.com · reddit.com
- reddit.com · reddit.com
- en.wikipedia.org · en.wikipedia.org
- en.wikipedia.org · en.wikipedia.org
- en.wikipedia.org · en.wikipedia.org
- Custom Spice Packaging Bags & Pouches for Spices & Seasoning (Packaging for Spices, Spices Packaging, Printed Pouches for Spices, Seasoning Packaging) · roastar.com
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · click a topic to focus it · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
58 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best custom printed spice and seasoning packaging suppliers REFORMULATION | Google ↗ AI Mode ↗ | Find reputable suppliers of custom-printed packaging for spices and seasoning blends. | Comparison | review_roundup | suppliers and barrier materials | 5x of 5 | |
custom printed spice pouches vs jars vs tins COMPARATIVE | Google ↗ AI Mode ↗ | Compare common spice packaging formats before choosing one. | Comparison | comparison_table | format and printing comparisons | 4x of 5 | |
how to choose custom printed packaging for spices and seasoning blends REFORMULATION | Google ↗ AI Mode ↗ | Understand the main factors involved in selecting suitable custom-printed spice packaging. | Instruction | buyers_guide | format and printing comparisons | 2x of 5 | |
custom printed spice packaging food contact safety inks adhesives requirements IMPLICIT | Google ↗ AI Mode ↗ | Understand the food-contact safety documentation and printing considerations to check with suppliers. | Instruction | checklist | food contact safety | 2x of 5 | |
recyclable vs compostable custom printed spice pouches barrier performance COMPARATIVE | Google ↗ AI Mode ↗ | Compare sustainable pouch options without overlooking their ability to protect spices. | Comparison | comparison_table | sustainable barrier performance | 2x of 5 | |
custom printed stand up pouches for spices resealable zipper ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find specifications and customization options for resealable spice pouches. | Comparison | product_spec_sheet | stand up pouch features | 1x of 5 | |
best custom spice packaging options for seasoning brands REFORMULATION | Google ↗ AI Mode ↗ | Identify the most suitable branded packaging options for spice and seasoning products. | Comparison | buyers_guide | suppliers and barrier materials | 1x of 5 | |
spice packaging pouches vs jars vs tins COMPARATIVE | Google ↗ AI Mode ↗ | Compare the main spice packaging formats before choosing one for custom printing. | Comparison | comparison_table | format and printing comparisons | 1x of 5 | |
best packaging barrier materials for preserving spice aroma and freshness IMPLICIT | Google ↗ AI Mode ↗ | Identify packaging materials that protect spices from moisture, oxygen, light, and aroma loss. | Comparison | web_article | suppliers and barrier materials | 1x of 5 | |
custom printed spice packaging cost per unit and setup fees RELATED | Google ↗ AI Mode ↗ | Estimate packaging costs and identify additional printing charges. | Comparison | pricing_page | format and printing comparisons | 1x of 5 | |
custom printed stand up zipper pouches for spices and seasoning blends ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find customizable resealable stand-up pouches designed for spices and seasoning blends. | Comparison | product_spec_sheet | stand up pouch features | 1x of 5 | |
best barrier materials for custom printed spice packaging moisture oxygen aroma protection IMPLICIT | Google ↗ AI Mode ↗ | Identify packaging materials that help preserve spice freshness and aroma. | Comparison | buyers_guide | suppliers and barrier materials | 1x of 5 | |
best packaging materials for spices moisture oxygen aroma barrier IMPLICIT | Google ↗ AI Mode ↗ | Identify packaging materials that help preserve spice freshness and aroma. | Comparison | web_article | suppliers and barrier materials | 1x of 5 | |
custom printed spice pouches pricing minimum order quantities setup fees RELATED | Google ↗ AI Mode ↗ | Estimate purchase costs and identify order-size and setup-cost constraints. | Comparison | pricing_page | low minimum order costs | 1x of 5 | |
custom printed spice sachets and single serve seasoning packets ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find custom-printed small-format packaging for individual portions and samples. | Other / navigational | product_spec_sheet | single serve sachets | 1x of 5 | |
best low minimum custom printed spice packaging for a small seasoning business PERSONALIZED | Google ↗ AI Mode ↗ | Find packaging options suitable for a small business ordering limited quantities. | Comparison | buyers_guide | low minimum order costs | 1x of 5 | |
custom printed spice packaging for small businesses low minimum order PERSONALIZED | Google ↗ AI Mode ↗ | Find custom packaging options suitable for a small business ordering limited quantities. | Yes / no | buyers_guide | low minimum order costs | 1x of 5 | |
custom printed spice pouches pricing setup fees quantity discounts IMPLICIT | Google ↗ AI Mode ↗ | Estimate packaging costs and understand how order quantity affects pricing. | Comparison | pricing_page | stand up pouch features | 1x of 5 | |
best packaging barrier properties to keep ground spices fresh and aromatic IMPLICIT | Google ↗ AI Mode ↗ | Identify packaging materials that protect spice flavor, aroma, and freshness. | Comparison | web_article | suppliers and barrier materials | 1x of 5 | |
best low minimum custom printed seasoning packaging for a small business PERSONALIZED | Google ↗ AI Mode ↗ | Find custom packaging options suitable for a small business with limited order volumes. | Comparison | buyers_guide | low minimum order costs | 1x of 5 | |
best spice packaging barrier against moisture oxygen and light IMPLICIT | Google ↗ AI Mode ↗ | Determine which packaging properties help preserve spice aroma, flavor, and quality. | Comparison | buyers_guide | suppliers and barrier materials | 1x of 5 | |
best custom printed spice packaging for small businesses low minimum order PERSONALIZED | Google ↗ AI Mode ↗ | Find custom packaging options suited to a small spice business with limited order volumes. | Comparison | buyers_guide | low minimum order costs | 1x of 5 | |
food contact safety requirements for custom printed spice packaging inks and materials IMPLICIT | Google ↗ AI Mode ↗ | Learn what safety documentation and material requirements to check with packaging suppliers. | Consequence | checklist | food contact safety | 1x of 5 | |
food contact safety requirements for custom printed spice packaging IMPLICIT | Google ↗ AI Mode ↗ | Understand what food-contact safety documentation to request from a packaging supplier. | Consequence | checklist | food contact safety | 1x of 5 | |
custom printed spice pouches pricing setup fees minimum order quantities RELATED | Google ↗ AI Mode ↗ | Estimate purchasing costs and understand how order quantity affects pricing. | Comparison | pricing_page | low minimum order costs | 1x of 5 | |
digital vs flexographic printing for custom seasoning pouches COMPARATIVE | Google ↗ AI Mode ↗ | Choose a printing method based on production volume, artwork needs, and cost. | Comparison | comparison_table | format and printing comparisons | 1x of 5 | |
custom printed spice and seasoning packaging design examples RELATED | Google ↗ AI Mode ↗ | Explore visual examples of branded spice packaging. | Other / navigational | image_gallery | single serve sachets | 1x of 5 | |
digital vs flexographic printing for custom seasoning packaging COMPARATIVE | Google ↗ AI Mode ↗ | Choose a printing method based on order volume, artwork needs, and setup costs. | Comparison | comparison_table | format and printing comparisons | 1x of 5 | |
custom printed spice packaging minimum order quantities and prices RELATED | Google ↗ AI Mode ↗ | Estimate purchasing costs and minimum order requirements for branded spice packaging. | Comparison | pricing_page | low minimum order costs | 1x of 5 | |
digital vs flexographic printing for custom spice packaging short runs COMPARATIVE | Google ↗ AI Mode ↗ | Determine which printing method best suits short-run spice packaging. | Comparison | comparison_table | format and printing comparisons | 1x of 5 | |
custom printed spice packaging food contact safety documentation checklist IMPLICIT | Google ↗ AI Mode ↗ | Learn what food-contact safety documentation to request from a packaging supplier. | Instruction | checklist | food contact safety | 1x of 5 | |
best low minimum custom printed spice packaging for a small startup PERSONALIZED | Google ↗ AI Mode ↗ | Find packaging options suited to a hypothetical small spice business with limited initial order volumes. | Comparison | buyers_guide | low minimum order costs | 1x of 5 | |
recyclable vs compostable custom printed spice packaging barrier performance COMPARATIVE | Google ↗ AI Mode ↗ | Compare sustainability-oriented packaging options without overlooking freshness protection. | Comparison | comparison_table | sustainable barrier performance | 1x of 5 | |
recyclable custom printed spice pouches barrier performance RELATED | Google ↗ AI Mode ↗ | Find recyclable packaging options while understanding potential freshness-protection tradeoffs. | Comparison | buyers_guide | sustainable barrier performance | 1x of 5 | |
custom printed stand up spice pouches resealable zipper high barrier ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find specifications for resealable stand-up pouches designed for spices. | Instruction | product_spec_sheet | stand up pouch features | 1x of 5 | |
custom printed single serve seasoning sachets and spice packets ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find customizable packaging for individual portions, samples, or meal kits. | Other / navigational | product_spec_sheet | single serve sachets | 1x of 5 | |
digital printing vs rotogravure for custom spice packaging COMPARATIVE | Google ↗ AI Mode ↗ | Compare printing methods for short runs, larger orders, print quality, and setup costs. | Comparison | comparison_table | format and printing comparisons | 1x of 5 | |
custom printed stand up doypack spice pouches resealable zipper ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find resealable stand-up pouch products designed for spices. | Other / navigational | product_spec_sheet | stand up pouch features | 1x of 5 | |
custom printed doypack stand up pouches for spices and seasonings ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find stand-up spice pouches using the alternative packaging term doypack. | Comparison | product_spec_sheet | stand up pouch features | 1x of 5 | |
custom printed spice shaker jars direct printing vs custom labels ENTITY EXPANSION | Google ↗ AI Mode ↗ | Explore branded shaker jars and understand the difference between direct printing and applied labels. | Comparison | comparison_table | format and printing comparisons | 1x of 5 | |
custom printed spice jars vs custom labels cost and durability COMPARATIVE | Google ↗ AI Mode ↗ | Determine whether direct container printing or applied labels better suits a spice product. | Comparison | comparison_table | format and printing comparisons | 1x of 5 | |
custom printed single serve seasoning sachets food grade ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find custom-printed sachets for individual portions of spices or seasoning blends. | Other / navigational | product_spec_sheet | single serve sachets | 1x of 5 | |
recyclable vs compostable custom printed spice pouches COMPARATIVE | Google ↗ AI Mode ↗ | Compare sustainable pouch options while considering spice protection and disposal requirements. | Comparison | comparison_table | sustainable barrier performance | 1x of 5 | |
custom printed single serve seasoning sachets spice stick packs ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find custom-printed packaging for single-serving seasonings. | Other / navigational | product_spec_sheet | single serve sachets | 1x of 5 | |
custom printed single serve seasoning sachets and sample packets ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find small-format packaging for seasoning samples or individual portions. | Other / navigational | product_spec_sheet | single serve sachets | 1x of 5 | |
how to prepare artwork for custom printed spice packaging dielines bleed print proof RELATED | Google ↗ AI Mode ↗ | Learn how to prepare packaging artwork that a printer can manufacture correctly. | Instruction | how_to_steps | artwork proofs and samples | 1x of 5 | |
digital vs flexographic printing for custom spice packaging COMPARATIVE | Google ↗ AI Mode ↗ | Determine which printing method fits the desired quantity, artwork, and budget. | Comparison | comparison_table | format and printing comparisons | 1x of 5 | |
custom spice packaging supplier samples print proofs and production lead times RELATED | Google ↗ AI Mode ↗ | Learn how suppliers handle samples, proof approval, and production scheduling. | Reason | faq_page | artwork proofs and samples | 1x of 5 | |
how to prepare artwork for custom printed spice packaging RELATED | Google ↗ AI Mode ↗ | Understand the design files and production checks needed to order printed packaging. | Instruction | how_to_steps | artwork proofs and samples | 1x of 5 | |
custom spice packaging artwork requirements dielines and print file setup RELATED | Google ↗ AI Mode ↗ | Learn how to prepare artwork for professionally printed spice packaging. | Instruction | how_to_steps | artwork proofs and samples | 1x of 5 | |
how to prepare artwork for custom printed spice pouches RELATED | Google ↗ AI Mode ↗ | Learn how to create print-ready packaging artwork using supplier dielines and file requirements. | Instruction | how_to_steps | artwork proofs and samples | 1x of 5 | |
custom printed spice packaging samples and print proofs before bulk order RELATED | Google ↗ AI Mode ↗ | Learn how to evaluate packaging samples and printing quality before committing to a large order. | Instruction | faq_page | artwork proofs and samples | 1x of 5 | |
custom printed spice packaging production lead times proofs and sample orders RELATED | Google ↗ AI Mode ↗ | Understand the ordering timeline and how to evaluate packaging before committing to production. | Other / navigational | faq_page | artwork proofs and samples | 1x of 5 | |
custom printed spice packaging samples print proofs seal testing before bulk order IMPLICIT | Google ↗ AI Mode ↗ | Learn how to validate packaging quality before committing to a large purchase. | Other / navigational | checklist | artwork proofs and samples | 1x of 5 | |
custom spice packaging supplier checklist samples print quality lead times IMPLICIT | Google ↗ AI Mode ↗ | Evaluate suppliers through samples, print quality checks, and production timelines before ordering. | Other / navigational | checklist | artwork proofs and samples | 1x of 5 | |
custom printed resealable spice pouches zipper closures and shaker openings RELATED | Google ↗ AI Mode ↗ | Find custom spice packaging with convenient storage and dispensing features. | Other / navigational | product_spec_sheet | stand up pouch features | 1x of 5 | |
direct printed spice jars vs custom labels for spice packaging COMPARATIVE | Google ↗ AI Mode ↗ | Decide whether direct printing or applied labels better suits a branded spice jar. | Comparison | comparison_table | format and printing comparisons | 1x of 5 | |
how to choose custom printed spice pouches for automatic powder filling machines RELATED | Google ↗ AI Mode ↗ | Choose printed pouches compatible with automated spice filling and sealing equipment. | Instruction | buyers_guide | stand up pouch features | 1x of 5 |
Tokens & cost
What this run used on your API keys, per model and step.
| Model | What | Requests | Input tokens | Output tokens | Web searches | Est. cost |
|---|---|---|---|---|---|---|
| gemini-4-argon | Real-search passes | 2 | 0 | 0 | — | $0 |
| gemini-4-argon | Simulated passes | 10 | 0 | 0 | — | $0 |
| gpt-6.1-sol | Real-search passes | 1 | 21,063 | 685126 thinking | 2 | $0.069 |
| gpt-6.1-sol | Simulated passes | 5 | 2,955 | 8,272904 thinking | — | $0.089 |
| gpt-6-luna | Naming clusters | 1 | 818 | 218106 thinking | — | $0.0002 |
| Total | 19 | 24,836 | 9,175 | 2 | $0.158 | |
Billed to your own API keys. Estimated from the providers' list prices (checked 2026-11-12); output includes thinking tokens. Free tiers, caching and retries can make your bill differ. OpenAI bills the web search content it reads as input tokens.
Passes
Does another pass still surface new queries? A flattening curve means the fan-out has stabilised.
OpenAIx = pass, y = cumulative unique queries
| Model | Pass | Target | Generated | Seconds | Tokens (in / out) | Notes |
|---|---|---|---|---|---|---|
| gemini-4-argon · real search | 1 | — | 0 | — | — | APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… |
| gemini-4-argon | 1 | — | 0 | — | — | gemini-4-argon: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… | gemini-3.5-flash-lite: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… |
| gemini-4-argon | 2 | — | 0 | — | — | gemini-4-argon: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… | gemini-3.5-flash-lite: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… |
| gemini-4-argon | 3 | — | 0 | — | — | gemini-4-argon: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… | gemini-3.5-flash-lite: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… |
| gemini-4-argon | 4 | — | 0 | — | — | gemini-4-argon: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… | gemini-3.5-flash-lite: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… |
| gemini-4-argon | 5 | — | 0 | — | — | gemini-4-argon: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… | gemini-3.5-flash-lite: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… |
| gpt-6.1-sol · real search | 1 | — | 2 | 20.9 | 21,063 / 685 · 2 searches | |
| gpt-6.1-sol | 1 | 13 | 13 | 34.9 | 591 / 1,608 | |
| gpt-6.1-sol | 2 | 14 | 14 | 33.2 | 591 / 1,593 | |
| gpt-6.1-sol | 3 | 14 | 14 | 35.9 | 591 / 1,678 | |
| gpt-6.1-sol | 4 | 14 | 14 | 36.2 | 591 / 1,724 | |
| gpt-6.1-sol | 5 | 13 | 13 | 37.1 | 591 / 1,669 |