The Known Good Updated 25 Jul 2026
gemini-2.0-flash-001 vs Qwen: Qwen3.7 Max ·Google DeepMind,Google vs Alibaba

gemini-2.0-flash-001 vs Qwen: Qwen3.7 Max — head-to-head comparison

gemini-2.0-flash-001 profile Qwen: Qwen3.7 Max profile All comparisons
gemini-2.0-flash-001 — Google DeepMind,Google
Quality
#40 of 61
53based on 3 of 6 evaluations
Known Good Index
Speed
unranked
—
Output tokens per second
Price
unranked
—
Blended per 1M tokens
Cache hit price
unranked
—
per 1M tokens
Context
unranked
—
tokens
Qwen: Qwen3.7 Max — Alibaba
Quality
#5 of 61
93based on 3 of 6 evaluations
Known Good Index
Speed
#205 of 316
40.0
Output tokens per second
Price
#243 of 340
$2.21
Blended per 1M tokens
In $1.48 · Out $4.42
Cache hit price
#164 of 206
$0.29
per 1M tokens (−80%)
Context
#84 of 345
1.00M
tokens (~1,500 pages)
Summary

On the Known Good Index, gemini-2.0-flash-001 scores 53 and Qwen: Qwen3.7 Max scores 93 — a 40-point lead for Qwen: Qwen3.7 Max. They share 2 published evaluations, with gemini-2.0-flash-001 ahead on 0 and Qwen: Qwen3.7 Max ahead on 2.

Published pricing is tracked for Qwen: Qwen3.7 Max only, at $2.21 per 1M tokens blended.

gemini-2.0-flash-001 is proprietary; Qwen: Qwen3.7 Max is proprietary. 1 tracked host serve one or both.

Generated from tracked data on 25 Jul 2026 · how these comparisons are computed →

At a glance
Metricgemini-2.0-flash-001Qwen: Qwen3.7 Max
Known Good Index 53 based on 3 of 6 evaluations 93 based on 3 of 6 evaluations
Blended $/1M — $2.21
Output tok/s — 40
Context window — 1.00M
Providers 0 1
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Quality

Known Good Index and the capability indices, side by side

IndicesComponents
Index scores

Each index is min-max normalised across tracked models and scaled 0–100 from published evaluations. We do not run these evaluations.

Metricgemini-2.0-flash-001Qwen: Qwen3.7 Max
Known Good Index 53 93
Mathematics Index 57 95
Science Index 63 96
Reasoning Index 56 —
Agentic Index — 88
Openness Index 5 5
The Known Good

Quality Breakdown

Every evaluation both models report a published score for

Evaluations both models report

Bar = gemini-2.0-flash-001 · marker = Qwen: Qwen3.7 Max · scores ingested from Epoch AI (CC-BY 4.0)

GPQA Diamond64 / 92
MATH / AIME31 / 95

Right-hand figures read gemini-2.0-flash-001 / Qwen: Qwen3.7 Max. gemini-2.0-flash-001 leads on 0 of 2, Qwen: Qwen3.7 Max on 2.

The Known Good

Arena Elo

Human preference rating from blind pairwise votes

Arena ratings

Elo from blind pairwise votes, ingested from Arena. Higher is better.

Metricgemini-2.0-flash-001Qwen: Qwen3.7 Max
Text Arena 1,354 —
Text Arena (style controlled) 1,360 —
The Known Good

Price & Cost

Published API pricing by token type

Per token typeCache discount
Published pricing

USD per 1M tokens. Blended is a 3:1 input:output mix. Live from OpenRouter, cross-checked against models.dev. Lower is better.

Metricgemini-2.0-flash-001Qwen: Qwen3.7 Max
Input $/1M — $1.48
Output $/1M — $4.42
Blended $/1M — $2.21
Cache read $/1M — $0.295
The Known Good
We publish blended price rather than cost-per-task. Cost-per-task requires token counts from an evaluation suite we do not run. Blended price is computed from published rates and is fully reproducible — see the pricing methodology.

Context Window

Maximum input accepted and maximum output emitted

Context and output limits

Provider-declared limits, from metadata via models.dev and OpenRouter. Higher is better.

Metricgemini-2.0-flash-001Qwen: Qwen3.7 Max
Context window — 1.00M
Max output tokens — 66k
The Known Good

Speed & Latency

Median throughput and time to first token across hosting providers

Output speedTime to first token
Throughput and latency

Medians across all tracked providers, derived from OpenRouter endpoint telemetry.

Metricgemini-2.0-flash-001Qwen: Qwen3.7 Max
Output tokens/s — 40
Time to first token — 1.4s
The Known Good

Providers

Which hosts serve each model, and at what price and speed

1 host
Full provider benchmarks →
Provider gemini-2.0-flash-001 blendedgemini-2.0-flash-001 tok/s Qwen: Qwen3.7 Max blendedQwen: Qwen3.7 Max tok/s
Alibaba · first party — — $2.21 44

Per-host pricing and telemetry from OpenRouter. A dash means that host does not serve that model.

The Known Good
Sources for this page
Pricing & providers — OpenRouter Metadata — models.dev Benchmarks — Epoch AI (CC-BY 4.0)Elo — Arena Full attribution →