All models

#166 GPT-5.6 Sol

OpenAI · gpt-5.6-sol

Released: · Source

Text; Coding; Reasoning

Use cases
Coding, Reasoning, Text
Accepts
No verified data
Produces
No verified data

Access

OpenAI · API Computing: Cloud

Price USD

ProviderPrice USDConditions
OpenAI · API$0.2 / 1M cache-read tokensBatch · short context · Batch; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$0.2 / 1M cache-read tokensFlex · short context · Flex; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$0.4 / 1M cache-read tokensStandard · short context · Standard; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$0.4 / 1M cache-read tokensBatch · long context · Batch; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$0.4 / 1M cache-read tokensFlex · long context · Flex; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$0.8 / 1M cache-read tokensStandard · long context · Standard; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$0.8 / 1M cache-read tokensFast · short context · Fast; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$1.6 / 1M cache-read tokensFast · long context · Fast; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$2.5 / 1M cache-write tokensBatch · short context · Batch; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$2.5 / 1M cache-write tokensFlex · short context · Flex; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$5 / 1M cache-write tokensStandard · short context · Standard; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$5 / 1M cache-write tokensBatch · long context · Batch; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$5 / 1M cache-write tokensFlex · long context · Flex; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$10 / 1M cache-write tokensStandard · long context · Standard; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$10 / 1M cache-write tokensFast · short context · Fast; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$20 / 1M cache-write tokensFast · long context · Fast; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$2 / 1M input tokensBatch · short context · Batch; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$2 / 1M input tokensFlex · short context · Flex; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$4 / 1M input tokensStandard · short context · Standard; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$4 / 1M input tokensBatch · long context · Batch; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$4 / 1M input tokensFlex · long context · Flex; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$8 / 1M input tokensStandard · long context · Standard; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$8 / 1M input tokensFast · short context · Fast; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$16 / 1M input tokensFast · long context · Fast; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$10 / 1M output tokensBatch · short context · Batch; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$10 / 1M output tokensFlex · short context · Flex; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$15 / 1M output tokensBatch · long context · Batch; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$15 / 1M output tokensFlex · long context · Flex; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$20 / 1M output tokensStandard · short context · Standard; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$30 / 1M output tokensStandard · long context · Standard; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$40 / 1M output tokensFast · short context · Fast; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026
OpenAI · API$60 / 1M output tokensFast · long context · Fast; The short/long threshold has not been verified. Cache writes have a separate rate. Additional tools are billed separately. Eligible regional processing endpoints: +10%. Promotional rate applies at least through 2026-11-21; the exact end date has not been announced.Source · 19.09.2026

Evaluator & score

Composite index · published model-group index · 20.09.2026 · Higher is better

Snapshot: 2026-09-20 · 90% CI [159.57, 165.2]

Official Epoch AI index; combines own, third-party and developer-reported results. It is not a safety audit or a media-generation score.

Conditions

Epoch Capabilities Index; official model-group estimates

Official ECI model scores, Epoch AI, CC BY 4.0. Composite of own, third-party and developer-reported results. 90% bootstrap interval. Not a per-effort score; export date is the model release date, not measurement date. Methodology: https://epoch.ai/eci#documentation

Independent run · low · 20.09.2026 · Higher is better

Snapshot: 2026-09-20

Conditions

Chess Puzzles; Epoch AI own run; best score across scorers

Epoch AI own run; Chess Puzzles; version: gpt-5.6-sol_low; mode: low; source id: 7cL3BzoAaiHmdMNRCVLE6s; file: chess_puzzles.csv. CC BY 4.0, Epoch AI. Snapshot 2026-09-20. Source column Best score (across scorers), not AIpedia's selection of the best effort.

Measurement date: 07.08.2026

Independent run · max · 20.09.2026 · Higher is better

Snapshot: 2026-09-20

Conditions

Chess Puzzles; Epoch AI own run; best score across scorers

Epoch AI own run; Chess Puzzles; version: gpt-5.6-sol_max; mode: max; source id: CVuujQbCY38ZStXnBcFex9; file: chess_puzzles.csv. CC BY 4.0, Epoch AI. Snapshot 2026-09-20. Source column Best score (across scorers), not AIpedia's selection of the best effort.

Measurement date: 09.07.2026

Independent run · none · 20.09.2026 · Higher is better

Snapshot: 2026-09-20

Conditions

Chess Puzzles; Epoch AI own run; best score across scorers

Epoch AI own run; Chess Puzzles; version: gpt-5.6-sol_none; mode: none; source id: KFAFU6kX7qVekqq6QR524K; file: chess_puzzles.csv. CC BY 4.0, Epoch AI. Snapshot 2026-09-20. Source column Best score (across scorers), not AIpedia's selection of the best effort.

Measurement date: 07.08.2026

Independent run · promax · 20.09.2026 · Higher is better

Snapshot: 2026-09-20

Conditions

Chess Puzzles; Epoch AI own run; best score across scorers

Epoch AI own run; Chess Puzzles; version: gpt-5.6-sol_promax; mode: promax; source id: cdASCjQh5E38JhWcm8hHZ7; file: chess_puzzles.csv. CC BY 4.0, Epoch AI. Snapshot 2026-09-20. Source column Best score (across scorers), not AIpedia's selection of the best effort.

Measurement date: 10.07.2026

Independent run · max · 20.09.2026 · Higher is better

Snapshot: 2026-09-20

Conditions

EBR-bench; Epoch AI own run; best score across scorers

Epoch AI own run; EBR-bench; version: gpt-5.6-sol_max; mode: max; source id: SjeXjsdda4NKRBTrPiJVM8; file: ebr_bench.csv. CC BY 4.0, Epoch AI. Snapshot 2026-09-20. Source column Best score (across scorers), not AIpedia's selection of the best effort.

Measurement date: 04.09.2026

Independent run · max · 20.09.2026 · Higher is better

Snapshot: 2026-09-20

Conditions

FrontierMath Open Problems (Erdős); Epoch AI own run; best score across scorers

Epoch AI own run; FrontierMath Open Problems (Erdős); version: gpt-5.6-sol_max; mode: max; source id: bloom68-sol-jx4yy8n4naukwwge; file: frontiermath_erdos.csv. CC BY 4.0, Epoch AI. Snapshot 2026-09-20. Source column Best score (across scorers), not AIpedia's selection of the best effort.

Measurement date: 28.08.2026

Independent run · max · 20.09.2026 · Higher is better

Snapshot: 2026-09-20

Conditions

FrontierMath-Tier-4-v2-Private; Epoch AI own run; best score across scorers

Epoch AI own run; FrontierMath-Tier-4-v2-Private; version: gpt-5.6-sol_max; mode: max; source id: QJ5rJMVypB4PMxPcBGftc8; file: frontiermath_tier_4_v2.csv. CC BY 4.0, Epoch AI. Snapshot 2026-09-20. Source column Best score (across scorers), not AIpedia's selection of the best effort.

Measurement date: 09.07.2026

Independent run · promax · 20.09.2026 · Higher is better

Snapshot: 2026-09-20

Conditions

FrontierMath-Tier-4-v2-Private; Epoch AI own run; best score across scorers

Epoch AI own run; FrontierMath-Tier-4-v2-Private; version: gpt-5.6-sol_promax; mode: promax; source id: cdWwJSH3jVfrKyhUHmT54T; file: frontiermath_tier_4_v2.csv. CC BY 4.0, Epoch AI. Snapshot 2026-09-20. Source column Best score (across scorers), not AIpedia's selection of the best effort.

Measurement date: 09.07.2026

Independent run · max · 20.09.2026 · Higher is better

Snapshot: 2026-09-20

Conditions

FrontierMath-Tiers-1-3-v2-Private; Epoch AI own run; best score across scorers

Epoch AI own run; FrontierMath-Tiers-1-3-v2-Private; version: gpt-5.6-sol_max; mode: max; source id: VBpT2WWYKBZtUxG9Z3svGh; file: frontiermath_tiers_1_3_v2.csv. CC BY 4.0, Epoch AI. Snapshot 2026-09-20. Source column Best score (across scorers), not AIpedia's selection of the best effort.

Measurement date: 09.07.2026

Independent run · low · 20.09.2026 · Higher is better

Snapshot: 2026-09-20

Conditions

GPQA Diamond; Epoch AI own run; best score across scorers

Epoch AI own run; GPQA diamond; version: gpt-5.6-sol_low; mode: low; source id: 6cmgkNAQZekBr6e6rVdLe9; file: gpqa_diamond.csv. CC BY 4.0, Epoch AI. Snapshot 2026-09-20. Source column Best score (across scorers), not AIpedia's selection of the best effort.

Measurement date: 07.08.2026

Independent run · max · 20.09.2026 · Higher is better

Snapshot: 2026-09-20

Conditions

GPQA Diamond; Epoch AI own run; best score across scorers

Epoch AI own run; GPQA diamond; version: gpt-5.6-sol_max; mode: max; source id: nuKCgZReCBsXKCkNj9bK37; file: gpqa_diamond.csv. CC BY 4.0, Epoch AI. Snapshot 2026-09-20. Source column Best score (across scorers), not AIpedia's selection of the best effort.

Measurement date: 09.07.2026

Independent run · none · 20.09.2026 · Higher is better

Snapshot: 2026-09-20

Conditions

GPQA Diamond; Epoch AI own run; best score across scorers

Epoch AI own run; GPQA diamond; version: gpt-5.6-sol_none; mode: none; source id: DDfYPyKQW7vgDtGgkwcKSi; file: gpqa_diamond.csv. CC BY 4.0, Epoch AI. Snapshot 2026-09-20. Source column Best score (across scorers), not AIpedia's selection of the best effort.

Measurement date: 07.08.2026

Independent run · high · 20.09.2026 · Higher is better

Snapshot: 2026-09-20

Conditions

MirrorCode; Epoch AI own run; best score across scorers

Epoch AI own run; MirrorCode; version: gpt-5.6-sol_high; mode: high; source id: mirrorcode-ml-2l-gpt-5-6-sol; file: mirrorcode.csv. CC BY 4.0, Epoch AI. Snapshot 2026-09-20. Source column Best score (across scorers), not AIpedia's selection of the best effort.

Measurement date: 10.08.2026

Independent run · low · 20.09.2026 · Higher is better

Snapshot: 2026-09-20

Conditions

Mock AIME 2024/2025; Epoch AI own run; best score across scorers

Epoch AI own run; OTIS Mock AIME 2024-2025; version: gpt-5.6-sol_low; mode: low; source id: Mifz96Jm442bn43Qnxj5rT; file: otis_mock_aime_2024_2025.csv. CC BY 4.0, Epoch AI. Snapshot 2026-09-20. Source column Best score (across scorers), not AIpedia's selection of the best effort.

Measurement date: 07.08.2026

Independent run · max · 20.09.2026 · Higher is better

Snapshot: 2026-09-20

Conditions

Mock AIME 2024/2025; Epoch AI own run; best score across scorers

Epoch AI own run; OTIS Mock AIME 2024-2025; version: gpt-5.6-sol_max; mode: max; source id: 7RjsANKwwsePSstcZeSMhX; file: otis_mock_aime_2024_2025.csv. CC BY 4.0, Epoch AI. Snapshot 2026-09-20. Source column Best score (across scorers), not AIpedia's selection of the best effort.

Measurement date: 09.07.2026

Independent run · none · 20.09.2026 · Higher is better

Snapshot: 2026-09-20

Conditions

Mock AIME 2024/2025; Epoch AI own run; best score across scorers

Epoch AI own run; OTIS Mock AIME 2024-2025; version: gpt-5.6-sol_none; mode: none; source id: g7czyLHudHegzP9yRD939X; file: otis_mock_aime_2024_2025.csv. CC BY 4.0, Epoch AI. Snapshot 2026-09-20. Source column Best score (across scorers), not AIpedia's selection of the best effort.

Measurement date: 07.08.2026

Independent run · low · 20.09.2026 · Higher is better

Snapshot: 2026-09-20

Conditions

Mystery Game Puzzles; Epoch AI own run; best score across scorers

Epoch AI own run; Mystery Game Puzzles; version: gpt-5.6-sol_low; mode: low; source id: RMeUVa4tq3fURqCMtQWkfe; file: mystery_game_puzzles.csv. CC BY 4.0, Epoch AI. Snapshot 2026-09-20. Source column Best score (across scorers), not AIpedia's selection of the best effort.

Measurement date: 27.08.2026

Independent run · max · 20.09.2026 · Higher is better

Snapshot: 2026-09-20

Conditions

Mystery Game Puzzles; Epoch AI own run; best score across scorers

Epoch AI own run; Mystery Game Puzzles; version: gpt-5.6-sol_max; mode: max; source id: 5kMRXeasRvtghXpDotCdgV; file: mystery_game_puzzles.csv. CC BY 4.0, Epoch AI. Snapshot 2026-09-20. Source column Best score (across scorers), not AIpedia's selection of the best effort.

Measurement date: 28.07.2026

Independent run · none · 20.09.2026 · Higher is better

Snapshot: 2026-09-20

Conditions

Mystery Game Puzzles; Epoch AI own run; best score across scorers

Epoch AI own run; Mystery Game Puzzles; version: gpt-5.6-sol_none; mode: none; source id: 4uxDyWmq5f5azVYfWBGUHh; file: mystery_game_puzzles.csv. CC BY 4.0, Epoch AI. Snapshot 2026-09-20. Source column Best score (across scorers), not AIpedia's selection of the best effort.

Measurement date: 27.08.2026

Independent run · max · 20.09.2026 · Higher is better

Snapshot: 2026-09-20

Conditions

SimpleQA Verified; Epoch AI own run; best score across scorers

Epoch AI own run; SimpleQA Verified; version: gpt-5.6-sol_max; mode: max; source id: UnRUSuZzm2X27TUbpeMPva; file: simpleqa_verified.csv. CC BY 4.0, Epoch AI. Snapshot 2026-09-20. Source column Best score (across scorers), not AIpedia's selection of the best effort.

Measurement date: 10.08.2026

SourceVerified 19.09.2026