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

MetricGemini 3.7 FlashGemini 3.8 Flash
Quantum Score61QUANTUM SCORE58QUANTUM SCORE
Confidence / coverageModerate confidence · 85% · 3 independent domainsModerate confidence · 85% · 4 independent domains
Context window— tokens— tokens
Modalities / toolstext, image · vision, tool usetext, image · vision, tool use
Coding4416 -28 vs first
Reasoning9162 -29 vs first
Math8195 +14 vs first
Research——
Agents2060 +40 vs first
Multimodal8391 +8 vs first
Speed——
Value5556 +1 vs first
Input / 1M$0.75$0.75
Output / 1M$3.75$3.75
Measured output speed——

02 / EVIDENCE

Published benchmark evidence

BenchmarkGemini 3.7 FlashGemini 3.8 Flash
LiveBench code_completion · 2026-06-25 · Public table; published model effort variant76.087 %
benchmark maintainer ↗
71.739 %
benchmark maintainer ↗
LiveBench code_generation · 2026-06-25 · Public table; published model effort variant81.69 %
benchmark maintainer ↗
73.239 %
benchmark maintainer ↗
LiveBench javascript · 2026-06-25 · Public table; published model effort variant68.182 %
benchmark maintainer ↗
72.727 %
benchmark maintainer ↗
LiveBench AMPS_Hard · 2026-06-25 · Public table; published model effort variant98 %
benchmark maintainer ↗
99 %
benchmark maintainer ↗
LiveBench olympiad · 2026-06-25 · Public table; published model effort variant91.794 %
benchmark maintainer ↗
92.159 %
benchmark maintainer ↗
LiveBench theory_of_mind · 2026-06-25 · Public table; published model effort variant82.692 %
benchmark maintainer ↗
76.923 %
benchmark maintainer ↗
LiveBench zebra_puzzle · 2026-06-25 · Public table; published model effort variant94.5 %
benchmark maintainer ↗
98.25 %
benchmark maintainer ↗
MedXpertQA MM Mercor public leaderboard · MedXpertQA MM Mercor 200 public tasks · Mercor independent evaluation83.5 %
independent lab ↗
84.7 %
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.

2026-09-02 · Gemini 3.8 Flash released ↗ · source

2026-08-13 · Gemini 3.7 Flash released ↗ · source

2026-09-30 verified (test date not published) · gemini-3-7-flash entered LiveBench code_completion (2026-06-25) at 76.087 % · source ↗

2026-09-30 verified (test date not published) · gemini-3-7-flash entered LiveBench code_generation (2026-06-25) at 81.69 % · source ↗

2026-09-30 verified (test date not published) · gemini-3-7-flash entered LiveBench javascript (2026-06-25) at 68.182 % · source ↗

2026-09-30 verified (test date not published) · gemini-3-7-flash entered LiveBench AMPS_Hard (2026-06-25) at 98 % · source ↗

2026-09-30 verified (test date not published) · gemini-3-7-flash entered LiveBench olympiad (2026-06-25) at 91.794 % · source ↗

2026-09-30 verified (test date not published) · gemini-3-7-flash entered LiveBench theory_of_mind (2026-06-25) at 82.692 % · source ↗

2026-09-30 verified (test date not published) · gemini-3-7-flash entered LiveBench zebra_puzzle (2026-06-25) at 94.5 % · source ↗

2026-09-30 verified (test date not published) · gemini-3-8-flash entered LiveBench code_completion (2026-06-25) at 71.739 % · source ↗

2026-09-30 verified (test date not published) · gemini-3-8-flash entered LiveBench code_generation (2026-06-25) at 73.239 % · source ↗

2026-09-30 verified (test date not published) · gemini-3-8-flash entered LiveBench javascript (2026-06-25) at 72.727 % · source ↗

2026-09-30 verified (test date not published) · gemini-3-8-flash entered LiveBench AMPS_Hard (2026-06-25) at 99 % · source ↗

2026-09-30 verified (test date not published) · gemini-3-8-flash entered LiveBench olympiad (2026-06-25) at 92.159 % · source ↗

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