Noometry

Model comparison

Gemini 3.7 Flash vs Magistral Medium

Gemini 3.7 Flash is the stronger model overall, scoring 59.8 to 35.2 on the Noometry Index.

Last verified . 21 shared benchmarks.

Gemini 3.7 Flash Google

59.8

Rank #14 Confirmed

Magistral Medium Mistral AI

35.2

Rank #227 Confirmed

Summary

  • They share 21 benchmarks with published results for both. Gemini 3.7 Flash scores higher in 8 categories and Magistral Medium in 0 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in reasoning, where Gemini 3.7 Flash leads 70.0 to 8.6.
  • The biggest single-benchmark swing is ARC-AGI-1: 95.5% for Gemini 3.7 Flash and 6.1% for Magistral Medium.
  • Gemini 3.7 Flash is cheaper at $0.75 / $3.75 per million input/output tokens, against $2 / $5 for Magistral Medium.
  • Gemini 3.7 Flash accepts more context: 1.05M tokens versus 262K.
  • Magistral Medium has downloadable open weights; the other is API-only.

Side by side

Gemini 3.7 FlashMagistral Medium
ProviderGoogleMistral AI
Noometry Index59.835.2
Released2026-08-132025-03-17
WeightsProprietaryOpen
Context window1.05M262K
Max output66K16K
Input $ / M tokens$0.75$2
Output $ / M tokens$3.75$5
Results tracked4422

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Category by category

Coding Gemini 3.7 Flash leads

Gemini 3.7 Flash: 56.2 (#22), Magistral Medium: 39.1 (#161)

BenchmarkGemini 3.7 FlashMagistral Medium
SciCode59.8%39.2%
LMArena Coding14971319
DeepSWE65.5%—
FrontierCode43.6%—
LMArena WebDev1592—
FrontierSWE20.3%—
ALE-Bench904.3—

Agentic & Tool Use Not comparable

Gemini 3.7 Flash: 42.1 (#19), Magistral Medium: —

BenchmarkGemini 3.7 FlashMagistral Medium
APEX-Agents67.8%—
Remote Labor Index5%—
GDP.pdf23.8%—

Reasoning Gemini 3.7 Flash leads

Gemini 3.7 Flash: 70.0 (#15), Magistral Medium: 8.6 (#348)

BenchmarkGemini 3.7 FlashMagistral Medium
ARC-AGI-284.6%0%
ARC-AGI-195.5%6.1%
CritPt14.3%0.3%
LMArena Hard Prompts14941267
Kagi LLM Benchmark—16.2%
NYT Connections (extended)94%—
Chess Puzzles47%—
Mystery Game Puzzles37%—
DTBench96.8%—
LMCA50.4%—
Epoch Capabilities Index157.27—

Math Gemini 3.7 Flash leads

Gemini 3.7 Flash: 69.6 (#23), Magistral Medium: 35.1 (#189)

BenchmarkGemini 3.7 FlashMagistral Medium
LMArena Math15071250
FrontierMath (Tiers 1-3)71.6%—
FrontierMath Tier 436.6%—
OTIS Mock AIME 2024-202597.2%—
ProofBench58%—

Knowledge Gemini 3.7 Flash leads

Gemini 3.7 Flash: 69.7 (#5), Magistral Medium: 33.5 (#202)

BenchmarkGemini 3.7 FlashMagistral Medium
LMArena Expert15081223
GPQA Diamond94.8%—
SimpleQA Verified69.2%—

Multimodal Not comparable

Gemini 3.7 Flash: 37.3 (#73), Magistral Medium: —

BenchmarkGemini 3.7 FlashMagistral Medium
LMArena Vision1316—
Furniture Assembly26.7%—

Multilingual Gemini 3.7 Flash leads

Gemini 3.7 Flash: 57.6 (#7), Magistral Medium: 39.6 (#224)

BenchmarkGemini 3.7 FlashMagistral Medium
LMArena Non-English14841232
LMArena Chinese15481227
LMArena French15051267
LMArena German14981248
LMArena Japanese15121175
LMArena Korean14831125
LMArena Russian15161224
LMArena Spanish15031271

Instruction Following Gemini 3.7 Flash leads

Gemini 3.7 Flash: 77.7 (#15), Magistral Medium: 66.0 (#211)

BenchmarkGemini 3.7 FlashMagistral Medium
LMArena Instruction Following14831254

Long Context Gemini 3.7 Flash leads

Gemini 3.7 Flash: 45.7 (#30), Magistral Medium: 39.3 (#183)

BenchmarkGemini 3.7 FlashMagistral Medium
LMArena Longer Query14921295

Writing & Preference Gemini 3.7 Flash leads

Gemini 3.7 Flash: 71.2 (#20), Magistral Medium: 46.3 (#219)

BenchmarkGemini 3.7 FlashMagistral Medium
LMArena Text14861255
LMArena Creative Writing14901245
LMArena Multi-Turn14891275
EQ-Bench Creative Writing1723—

Frequently asked questions

Is Gemini 3.7 Flash better than Magistral Medium?

Gemini 3.7 Flash is the stronger model overall, scoring 59.8 to 35.2 on the Noometry Index.

Which is cheaper, Gemini 3.7 Flash or Magistral Medium?

Gemini 3.7 Flash is cheaper. It lists at $0.75 per million input tokens and $3.75 per million output tokens; Magistral Medium lists at $2 and $5.

Is Gemini 3.7 Flash or Magistral Medium better for coding?

Gemini 3.7 Flash scores higher on coding benchmarks: 56.2 versus 39.1 in the Noometry coding category.

Which has the bigger context window?

Gemini 3.7 Flash does, with 1.05M tokens against 262K.

How many benchmarks do Gemini 3.7 Flash and Magistral Medium share?

21 benchmarks have published results for both models. Gemini 3.7 Flash has 44 scored results on Noometry and Magistral Medium has 22.

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