# OpenAI GPT-6 Sol As of October 21, 2026, OpenAI GPT-6 Sol ranks #10 of 213 models overall with 47.6 on the Artificial Analysis Intelligence Index. Its strongest category is math, where it ranks #1 of 116. OpenAI GPT-6 Sol costs $2.00 per million input tokens and $10.00 per million output tokens. It was released on September 22, 2026. Page: https://llmbenchmark.ai/models/gpt-6-sol Data from October 21, 2026. Every figure below names the board it was read from and the day. - Maker: OpenAI - Released: September 22, 2026 - Price per million input tokens: $2.00 - Price per million output tokens: $10.00 - Context window: 1.05M tokens - Overall rank: 10 of 213, by the Artificial Analysis Intelligence Index - Artificial Analysis Intelligence Index: 47.6 - Vibe Coding Index: 82.8 (from 2 of 4 coding benchmarks) Benchmark results (100 of 190): - LiveBench coding: 93.1% (source: LiveBench, read October 21, 2026) - LMArena WebDev: 1683 Elo (source: LMArena WebDev, read October 21, 2026) - AA Intelligence Index: 47.6 (source: Artificial Analysis (via OpenRouter), read October 21, 2026) - Design Arena: websites: 1292 Elo (source: Design Arena, read October 21, 2026) - Design Arena: UI components: 1292 Elo (source: Design Arena, read October 21, 2026) - Design Arena: game dev: 1313 Elo (source: Design Arena, read October 21, 2026) - Design Arena: data viz: 1269 Elo (source: Design Arena, read October 21, 2026) - Design Arena: 3D: 1322 Elo (source: Design Arena, read October 21, 2026) - Design Arena: all code categories: 1301 Elo (source: Design Arena, read October 21, 2026) - Design Arena: SVG: 1318 Elo (source: Design Arena, read October 21, 2026) - Design Arena: ASCII art: 1226 Elo (source: Design Arena, read October 21, 2026) - Design Arena: agents building web apps: 1232 Elo (source: Design Arena, read October 21, 2026) - Design Arena: agents building full-stack apps: 1238 Elo (source: Design Arena, read October 21, 2026) - Design Arena: agents building mobile apps: 1216 Elo (source: Design Arena, read October 21, 2026) - LiveBench reasoning: 88.7% (source: LiveBench, read October 21, 2026) - LiveBench data analysis: 81.2% (source: LiveBench, read October 21, 2026) - LiveBench research: 69.3% (source: LiveBench, read October 21, 2026) - LiveBench browser: 92.0% (source: LiveBench, read October 21, 2026) - LiveBench long agentic: 66.9% (source: LiveBench, read October 21, 2026) - LiveBench design: 82.2% (source: LiveBench, read October 21, 2026) - Terminal-Bench 4 (Vals AI): 44.4% (source: Vals AI boards, read October 21, 2026) - Vibe Code Bench (Vals AI): 87.8% (source: Vals AI boards, read October 21, 2026) - Code migration (Vals AI): 57.2% (source: Vals AI boards, read October 21, 2026) - ProgramBench (Vals AI): 2.0% (source: Vals AI boards, read October 21, 2026) - SREBench (Vals AI): 30.5% (source: Vals AI boards, read October 21, 2026) - IOI (Vals AI): 82.6% (source: Vals AI boards, read October 21, 2026) - Terminal-Bench 2.1 (Vals AI): 83.2% (source: Vals AI boards, read October 21, 2026) - CyberBench (Vals AI): 78.0% (source: Vals AI boards, read October 21, 2026) - Finance Agent (Vals AI): 49.0% (source: Vals AI boards, read October 21, 2026) - Tax Agent Bench (Vals AI): 15.0% (source: Vals AI boards, read October 21, 2026) - Legal Research Bench (Vals AI): 28.9% (source: Vals AI boards, read October 21, 2026) - Excel Modeling Benchmark (Vals AI): 71.5% (source: Vals AI boards, read October 21, 2026) - BioMysteryBench (Vals AI): 74.8% (source: Vals AI boards, read October 21, 2026) - Terminal-Bench-Science (Vals AI): 30.0% (source: Vals AI boards, read October 21, 2026) - Vals Science Index: 45.0% (source: Vals AI boards, read October 21, 2026) - Public Benefits Bench (Vals AI): 56.6% (source: Vals AI boards, read October 21, 2026) - MysteryMechanism (Vals AI): 30.2% (source: Vals AI boards, read October 21, 2026) - SAGE (Vals AI): 44.8% (source: Vals AI boards, read October 21, 2026) - MedCode (Vals AI): 47.1% (source: Vals AI boards, read October 21, 2026) - MedScribe (Vals AI): 82.0% (source: Vals AI boards, read October 21, 2026) - Humanity's Last Exam (Artificial Analysis run): 47.9% (source: Artificial Analysis, read October 21, 2026) - SciCode: 57.6% (source: Artificial Analysis, read October 21, 2026) - Long context reasoning (AA-LCR): 83.7% (source: Artificial Analysis, read October 21, 2026) - FrontierCode: 49.3% (source: Epoch AI benchmarking hub, read October 21, 2026) - APEX-Agents: 54.3% (source: Epoch AI benchmarking hub, read October 21, 2026) - GPQA Diamond (Epoch AI run): 94.3% (source: Epoch AI benchmarking hub, read October 21, 2026) - ARC-AGI: 95.5% (source: Epoch AI benchmarking hub, read October 21, 2026) - ARC-AGI-2: 89.6% (source: Epoch AI benchmarking hub, read October 21, 2026) - Chess puzzles: 56.0% (source: Epoch AI benchmarking hub, read October 21, 2026) - Mystery game puzzles: 56.0% (source: Epoch AI benchmarking hub, read October 21, 2026) - EBR-bench: 53.3% (source: Epoch AI benchmarking hub, read October 21, 2026) - OTIS Mock AIME: 100.0% (source: Epoch AI benchmarking hub, read October 21, 2026) - FrontierMath, tiers 1 to 3: 89.8% (source: Epoch AI benchmarking hub, read October 21, 2026) - FrontierMath, tier 4: 90.0% (source: Epoch AI benchmarking hub, read October 21, 2026) - ProofBench: 83.0% (source: Epoch AI benchmarking hub, read October 21, 2026) - SimpleQA Verified: 60.7% (source: Epoch AI benchmarking hub, read October 21, 2026) - DTBench: 97.3% (source: Epoch AI benchmarking hub, read October 21, 2026) - LMCA: 59.1% (source: Epoch AI benchmarking hub, read October 21, 2026) - Furniture assembly: 58.3% (source: Epoch AI benchmarking hub, read October 21, 2026) - SpireClimb: 7.5% (source: Epoch AI benchmarking hub, read October 21, 2026) - ALE-Bench: 2462.0 (source: ALE-Bench (Sakana AI), read October 21, 2026) - Vending-Bench 2: $14,428 (source: Epoch AI benchmarking hub, read October 21, 2026) - Epoch Capabilities Index: 163.7 (source: Epoch AI benchmarking hub, read October 21, 2026) - LMArena Text: 1398 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Text: coding: 1448 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Text: hard prompts: 1422 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Text: math: 1407 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Text: instruction following: 1413 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Text: creative writing: 1378 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Vision: 1240 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Text: English: 1396 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Text: non-English: 1388 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Text: Chinese: 1412 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Text: German: 1379 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Text: Japanese: 1377 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Text: Korean: 1336 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Text: French: 1399 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Text: Spanish: 1387 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Text: Russian: 1402 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Text: Polish: 1372 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Text: multi-turn: 1414 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Text: longer queries: 1416 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Text: expert: 1437 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Text: hard prompts in English: 1420 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Text: software and IT: 1433 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Text: mathematical work: 1424 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Text: science: 1389 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Text: medicine and healthcare: 1366 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Text: legal and government: 1396 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Text: business and finance: 1380 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Text: writing and language: 1389 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Text: entertainment and media: 1373 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena WebDev: React: 1685 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena WebDev: HTML: 1685 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena WebDev: from an image: 1660 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Vision: English: 1229 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Vision: reading text: 1258 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Vision: diagrams: 1270 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Vision: homework: 1286 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026) - LMArena Vision: creative writing: 1219 Elo (source: LMArena (Hugging Face dataset), read October 21, 2026)