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

MetricDeepSeek V4.1 FlashGrok 4.6
Quantum Score63QUANTUM SCORE52QUANTUM SCORE
Confidence / coverageModerate confidence · 85% · 3 independent domainsModerate confidence · 85% · 3 independent domains
Context window1,000,000 tokens500,000 tokens
Modalities / toolstext, image · vision, tool usetext, image · vision, tool use
Coding5536 -19 vs first
Reasoning9265 -27 vs first
Math6966 -3 vs first
Research——
Agents10060 -40 vs first
Multimodal050 +50 vs first
Speed——
Value6043 -17 vs first
Input / 1M$0.30$2.00
Output / 1M$1.20$6.00
Measured output speed——

02 / EVIDENCE

Published benchmark evidence

BenchmarkDeepSeek V4.1 FlashGrok 4.6
LiveBench code_completion · 2026-06-25 · Public table; published model effort variant82.609 %
benchmark maintainer ↗
76.087 %
benchmark maintainer ↗
LiveBench code_generation · 2026-06-25 · Public table; published model effort variant77.465 %
benchmark maintainer ↗
77.465 %
benchmark maintainer ↗
LiveBench javascript · 2026-06-25 · Public table; published model effort variant81.818 %
benchmark maintainer ↗
72.727 %
benchmark maintainer ↗
LiveBench AMPS_Hard · 2026-06-25 · Public table; published model effort variant98 %
benchmark maintainer ↗
97 %
benchmark maintainer ↗
LiveBench olympiad · 2026-06-25 · Public table; published model effort variant89.081 %
benchmark maintainer ↗
91.213 %
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 ↗
95.5 %
benchmark maintainer ↗
MedXpertQA MM Mercor public leaderboard · MedXpertQA MM Mercor 200 public tasks · Mercor independent evaluation63.5 %
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.

2026-09-10 · DeepSeek V4.1 Flash 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) · deepseek-v4-1-flash entered LiveBench code_completion (2026-06-25) at 82.609 % · source ↗

2026-09-30 verified (test date not published) · deepseek-v4-1-flash entered LiveBench code_generation (2026-06-25) at 77.465 % · source ↗

2026-09-30 verified (test date not published) · deepseek-v4-1-flash entered LiveBench javascript (2026-06-25) at 81.818 % · source ↗

2026-09-30 verified (test date not published) · deepseek-v4-1-flash entered LiveBench AMPS_Hard (2026-06-25) at 98 % · source ↗

2026-09-30 verified (test date not published) · deepseek-v4-1-flash entered LiveBench olympiad (2026-06-25) at 89.081 % · source ↗

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