HEAD TO HEAD
Make the
right call.
Pick two to four models. Compare category evidence, price, context, speed and capabilities side by side.
Sign in to save this comparison →01 / SCORECARD
Coding focus · side by side
| Metric | Claude Fable 5.1 | Grok 4.6 |
|---|---|---|
| Quantum Score | 60QUANTUM SCORE | 52QUANTUM SCORE |
| Confidence / coverage | Moderate confidence · 85% · 3 independent domains | Moderate confidence · 85% · 3 independent domains |
| Context window | 1,000,000 tokens | 500,000 tokens |
| Modalities / tools | text, image · tool use, vision | text, image · vision, tool use |
| Coding | 43 | 36 -7 vs first |
| Reasoning | 92 | 65 -27 vs first |
| Math | 99 | 66 -33 vs first |
| Research | — | — |
| Agents | 40 | 60 +20 vs first |
| Multimodal | 69 | 50 -19 vs first |
| Speed | — | — |
| Value | 23 | 43 +20 vs first |
| Input / 1M | $10.00 | $2.00 |
| Output / 1M | $50.00 | $6.00 |
| Measured output speed | — | — |
02 / EVIDENCE
Published benchmark evidence
| Benchmark | Claude Fable 5.1 | Grok 4.6 |
|---|---|---|
| LiveBench code_completion · 2026-06-25 · Public table; published model effort variant | 82.609 % benchmark maintainer ↗ | 76.087 % benchmark maintainer ↗ |
| LiveBench code_generation · 2026-06-25 · Public table; published model effort variant | 90.141 % benchmark maintainer ↗ | 77.465 % benchmark maintainer ↗ |
| LiveBench javascript · 2026-06-25 · Public table; published model effort variant | 68.182 % benchmark maintainer ↗ | 72.727 % benchmark maintainer ↗ |
| LiveBench AMPS_Hard · 2026-06-25 · Public table; published model effort variant | 99 % benchmark maintainer ↗ | 97 % benchmark maintainer ↗ |
| LiveBench olympiad · 2026-06-25 · Public table; published model effort variant | 92.968 % benchmark maintainer ↗ | 91.213 % benchmark maintainer ↗ |
| LiveBench theory_of_mind · 2026-06-25 · Public table; published model effort variant | 80.769 % benchmark maintainer ↗ | 86.538 % benchmark maintainer ↗ |
| LiveBench zebra_puzzle · 2026-06-25 · Public table; published model effort variant | 100 % benchmark maintainer ↗ | 95.5 % benchmark maintainer ↗ |
| MedXpertQA MM Mercor public leaderboard · MedXpertQA MM Mercor 200 public tasks · Mercor independent evaluation | 79.7 % independent lab ↗ | 75.2 % independent lab ↗ |
AS THE EVIDENCE CHANGED
Comparison history
Dated releases, price events, and benchmark publications. A price or test change can alter the factual comparison; this timeline does not pick a winner.
2026-09-01 · Claude Fable 5.1 released ↗ · source
2026-08-12 · Grok 4.6 released with published agent evaluations ↗ · source
2026-09-30 verified (test date not published) · grok-4-6 entered LiveBench code_completion (2026-06-25) at 76.087 % · source ↗
2026-09-30 verified (test date not published) · grok-4-6 entered LiveBench code_generation (2026-06-25) at 77.465 % · source ↗
2026-09-30 verified (test date not published) · grok-4-6 entered LiveBench javascript (2026-06-25) at 72.727 % · source ↗
2026-09-30 verified (test date not published) · grok-4-6 entered LiveBench AMPS_Hard (2026-06-25) at 97 % · source ↗
2026-09-30 verified (test date not published) · grok-4-6 entered LiveBench olympiad (2026-06-25) at 91.213 % · source ↗
2026-09-30 verified (test date not published) · grok-4-6 entered LiveBench theory_of_mind (2026-06-25) at 86.538 % · source ↗
2026-09-30 verified (test date not published) · grok-4-6 entered LiveBench zebra_puzzle (2026-06-25) at 95.5 % · source ↗
2026-09-30 verified (test date not published) · claude-fable-5-1 entered LiveBench code_completion (2026-06-25) at 82.609 % · source ↗
2026-09-30 verified (test date not published) · claude-fable-5-1 entered LiveBench code_generation (2026-06-25) at 90.141 % · source ↗
2026-09-30 verified (test date not published) · claude-fable-5-1 entered LiveBench javascript (2026-06-25) at 68.182 % · source ↗
2026-09-30 verified (test date not published) · claude-fable-5-1 entered LiveBench AMPS_Hard (2026-06-25) at 99 % · source ↗
2026-09-30 verified (test date not published) · claude-fable-5-1 entered LiveBench olympiad (2026-06-25) at 92.968 % · source ↗
An overall score appears only after enough current, comparable, independently sourced results exist. Pricing and individual benchmark results remain visible meanwhile.