THE SCOREBOARD FOR WHAT'S NEXTAI + QUANTUM, SCORED. COMPARED. EXPLAINED.
AIQUANTUMSCORE.

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Pick two to four models. Compare category evidence, price, context, speed and capabilities side by side.

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01 / SCORECARD

Coding focus · side by side

MetricClaude Fable 5.1Claude Sonnet 5.5
Quantum ScoreInsufficient verified data73% coverage88QUANTUM SCORE
Confidence / coverageLimited evidence · 73% · 2 independent domainsModerate confidence · 73% · 2 independent domains
Context window1,000,000 tokens1,000,000 tokens
Modalities / toolstext, image · tool use, visiontext, image · tool use, vision
Coding43100 +57 vs first
Reasoning92100 +8 vs first
Math9984 -15 vs first
Research——
Agents4080 +40 vs first
Multimodal——
Speed——
Value2365 +42 vs first
Input / 1M$10.00$2.00
Output / 1M$50.00$10.00
Measured output speed——

02 / EVIDENCE

Published benchmark evidence

BenchmarkClaude Fable 5.1Claude Sonnet 5.5
Terminal-Bench 4.0 Vals mini-SWE-agent avg@3 fallbacks failed · 4.0 · Vals mini-SWE-agent avg@3; Anthropic fallbacks treated as failures50 %
independent lab ↗
62.63 %
independent lab ↗
LiveBench code_completion · 2026-06-25 · Public table; published model effort variant82.609 %
benchmark maintainer ↗
86.957 %
benchmark maintainer ↗
LiveBench code_generation · 2026-06-25 · Public table; published model effort variant90.141 %
benchmark maintainer ↗
95.775 %
benchmark maintainer ↗
LiveBench javascript · 2026-06-25 · Public table; published model effort variant68.182 %
benchmark maintainer ↗
77.273 %
benchmark maintainer ↗
LiveBench AMPS_Hard · 2026-06-25 · Public table; published model effort variant99 %
benchmark maintainer ↗
98 %
benchmark maintainer ↗
LiveBench olympiad · 2026-06-25 · Public table; published model effort variant92.968 %
benchmark maintainer ↗
92.468 %
benchmark maintainer ↗
LiveBench theory_of_mind · 2026-06-25 · Public table; published model effort variant80.769 %
benchmark maintainer ↗
86.538 %
benchmark maintainer ↗
LiveBench zebra_puzzle · 2026-06-25 · Public table; published model effort variant100 %
benchmark maintainer ↗
100 %
benchmark maintainer ↗

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.

2026-09-28 · Claude Sonnet 5.5 released ↗ · source

2026-09-01 · Claude Fable 5.1 released ↗ · 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 ↗

2026-09-30 verified (test date not published) · claude-fable-5-1 entered LiveBench theory_of_mind (2026-06-25) at 80.769 % · source ↗

2026-09-30 verified (test date not published) · claude-fable-5-1 entered LiveBench zebra_puzzle (2026-06-25) at 100 % · source ↗

2026-09-30 verified (test date not published) · claude-sonnet-5-5 entered LiveBench code_completion (2026-06-25) at 86.957 % · source ↗

2026-09-30 verified (test date not published) · claude-sonnet-5-5 entered LiveBench code_generation (2026-06-25) at 95.775 % · source ↗

2026-09-30 verified (test date not published) · claude-sonnet-5-5 entered LiveBench javascript (2026-06-25) at 77.273 % · source ↗

2026-09-30 verified (test date not published) · claude-sonnet-5-5 entered LiveBench AMPS_Hard (2026-06-25) at 98 % · source ↗

2026-09-30 verified (test date not published) · claude-sonnet-5-5 entered LiveBench olympiad (2026-06-25) at 92.468 % · source ↗

An overall score appears only after enough current, comparable, independently sourced results exist. Pricing and individual benchmark results remain visible meanwhile.