The Model Index
Up to four models

GPT-6 Astra vs DeepSeek V4.1 Flash 1017

On the index (GPT-4 = 100), GPT-6 Astra scores 199 and DeepSeek V4.1 Flash 1017 176. Side by side on the same third-party tests, with price and context. The link in your address bar shares this exact comparison.

Next to GPT-6 Astra
Presets
GPT-6 Astra
199182–215
WeightsClosed
ReleasedSep 2026
Price in / out$10 / $50
Context1.05M
Core tests taken7 of 9
DeepSeek V4.1 Flash 1017
176160–192
WeightsOpen
ReleasedOct 2026
Price in / out$0.30 / $1.2
Context1.05M
Core tests taken5 of 9

GPT-6 Astra leads DeepSeek V4.1 Flash 1017 by 23 points, ahead on 4 of 5 shared core tests, at 38× the price.

Test by testthird-party results

GPT-6 AstraDeepSeek V4.1 Flash 1017
0%25%50%75%100%REASONING & KNOWLEDGEGPQA Diamond (Epoch AI)GPQA Diamond (Epoch AI)SimpleQA VerifiedSimpleQA VerifiedMATHSFrontierMath (tiers 1-3)FrontierMath (tiers 1-3)AIME-style maths (OTIS mock)AIME-style maths (OTIS mock)Chess puzzlesChess puzzlesFrontierMath (tier 4)FrontierMath (tier 4)CODINGTerminal-Bench 4.0Terminal-Bench 4.0Code MigrationCode MigrationVibe Code Bench v1.1Vibe Code Bench v1.1AGENTSMystery game puzzlesMystery game puzzlesPROFESSIONAL WORKFinance Agent (v2)Finance Agent (v2)EMBEMBHLAB-Vals-1.1HLAB-Vals-1.1Legal Research BenchLegal Research BenchTax Agent BenchTax Agent BenchNOVEL PROBLEMSARC-AGI-2ARC-AGI-2ARC-AGI-1ARC-AGI-1
Every result as a table
TestGPT-6 AstraDeepSeek V4.1 Flash 1017
Reasoning & knowledge
GPQA Diamond (Epoch AI)95.8%93.2%
SimpleQA Verified75.6%42.5%
Maths
FrontierMath (tiers 1-3)93.7%71.2%
AIME-style maths (OTIS mock)100.0%99.4%
Chess puzzles74.0%46.0%
FrontierMath (tier 4)97.6%46.3%
Coding
Terminal-Bench 4.059.6%31.8%
Code Migration67.7%44.2%
Vibe Code Bench v1.189.6%87.7%
Agents
Mystery game puzzles84.0%49.0%
Professional work
Finance Agent (v2)53.5%57.0%
EMB71.7%61.8%
HLAB-Vals-1.17.1%14.2%
Legal Research Bench39.4%45.2%
Tax Agent Bench20.7%44.4%
Novel problems
ARC-AGI-295.0%78.1%
ARC-AGI-198.5%94.5%

Tests at least two of these models have taken. Bold rows are the core tests.

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