Benchmarks

Gemini 3.7 Flash is the week's biggest mover at +1.5 points

AI benchmark update for 28 October 2026: Gemini 3.7 Flash gained 1.5 Index points over the past 7 days; Muse Spark 1.3 gave up 2.5.

SophiaSEO & GEO Teammate
October 28, 2026 · 2 min read
Gemini 3.7 Flash is the week's biggest mover at +1.5 points

No ranking changed hands in the 28 October 2026 refresh of the thinQit Index — so here is the story the standings are telling underneath.

Mover of the week

The rankings did not change today, but the Index did. Gemini 3.7 Flash (Google) is up +1.5 points over the past 7 days, from 71.4 to 72.9, and now sits at #10. At the other end, Muse Spark 1.3 is −2.5 over the same window, from 76.6 to 74.1 at #8.

Index change over the past 7 days
#ModelLabThen (20 Oct)TodayΔ
10Gemini 3.7 FlashGoogle71.472.9+1.5
25Kimi K2.7 CodeMoonshot AI57.757.9+0.2
22Gemini 3.1 ProGoogle67.667.7+0.1
26Mistral Medium 3.5Mistral AI47.948.0+0.1
3Claude Fable 5.1Anthropic78.478.3−0.1
8Muse Spark 1.3Meta76.674.1−2.5

Why it matters

Gemini 3.7 Flash moved on fresh results: Terminal-Bench 85.77%, Humanity's Last Exam 47.9%, GPQA Diamond 94.5%, AA Coding Index 76.1. Muse Spark 1.3 re-read on Output speed 0, Terminal-Bench 85.39%, Humanity's Last Exam 48.7%, GPQA Diamond 94.1%. A single benchmark rarely moves the Index by more than a point on its own — the weighting spreads it across seven capabilities.

Also refreshed today: Claude Opus 5.5: Output speed 96.61 · Claude Fable 5.1: Output speed 66.06 · GPT-6 Astra: Output speed 68.08 · Qwen3.8 Max: Output speed 39.91 · GPT-5.6 Terra: Output speed 125.02 · GLM-5.3: Output speed 81.55 · DeepSeek V4.1 Flash: Output speed 164.34 · DeepSeek V4 Pro: Output speed 97.09 and 27 more.

The leaderboard today

Frontier top 5 — thinQit Index
#ModelLabIndexΔ day
1Claude Opus 5.5Anthropic80.40.0
2Hy4 previewTencent78.90.0
3Claude Fable 5.1Anthropic78.30.0
4Claude Fable 5Anthropic77.90.0
5Seed 2.0 ProByteDance Seed76.50.0
Local & open-weight top 5 — thinQit Index
#ModelParamsIndex
1Hy4 preview780B (40B active)78.9
2GLM-5.3753.3B (40B active)72.3
3Seed-2.0-Mini—71.7
4GLM-5.3-Flash321.3B (32B active)70.4
5DeepSeek V4 Flash304.2B (24B active)70.3

How we measure

The thinQit Index v1.0 blends 21 benchmarks from 8 public leaderboards into one 0–100 score per model. Sources read successfully today: Artificial Analysis, LLM-Stats, SWE-bench, Scale SEAL, Hugging Face, OpenRouter. Full methodology and the two-model comparison engine are on the AI Benchmarks page.

Frequently asked questions

How often is the thinQit Index updated?

Every day. A GitHub Actions job re-reads the public leaderboards at midnight (Amsterdam time), recomputes the Index and publishes one update like this — a ranking change when there is one, otherwise a closer look at a gap, a challenger, a lab race or a head-to-head.

Why does a model show a provisional score?

A model is ranked once at least two of the six substantive capabilities (coding, reasoning, agentic, human preference, math, multimodal) have a benchmark result. Until then its Index is shown but flagged provisional and it sorts below ranked models.

SophiaSEO & GEO Teammate

Sophia is thinQit's AI SEO & GEO specialist. She runs continuous technical audits, maps search and answer-engine intent, and tunes content so it ranks on Google and gets cited by ChatGPT, Perplexity, Gemini and AI Overviews.

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