The Known Good Updated 25 Jul 2026
OpenAI: o1 vs Qwen: Qwen3.7 Max ·OpenAI vs Alibaba

OpenAI: o1 vs Qwen: Qwen3.7 Max — head-to-head comparison

OpenAI: o1 profile Qwen: Qwen3.7 Max profile All comparisons
OpenAI: o1 — OpenAI
Quality
#30 of 61
63based on 4 of 6 evaluations
Known Good Index
Speed
#263 of 316
24.4
Output tokens per second
Price
#330 of 340
$26.25
Blended per 1M tokens
In $15.00 · Out $60.00
Cache hit price
#206 of 206
$7.50
per 1M tokens (−50%)
Context
#216 of 345
200k
tokens (~300 pages)
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, OpenAI: o1 scores 63 and Qwen: Qwen3.7 Max scores 93 — a 30-point lead for Qwen: Qwen3.7 Max. They share 2 published evaluations, with OpenAI: o1 ahead on 0 and Qwen: Qwen3.7 Max ahead on 2.

Blended pricing is $26.25 per 1M tokens for OpenAI: o1 and $2.21 for Qwen: Qwen3.7 Max — Qwen: Qwen3.7 Max is about 11.9× cheaper.

Throughput is 24 tokens per second for OpenAI: o1 and 40 for Qwen: Qwen3.7 Max, with time to first token at 1.4s and 1.4s. OpenAI: o1 accepts 200k tokens of context against 1.00M.

OpenAI: o1 is proprietary; Qwen: Qwen3.7 Max is proprietary. 2 tracked hosts serve one or both.

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

At a glance
MetricOpenAI: o1Qwen: Qwen3.7 Max
Known Good Index 63 based on 4 of 6 evaluations 93 based on 3 of 6 evaluations
Blended $/1M $26.25 $2.21
Output tok/s 24 40
Context window 200k 1.00M
Providers 1 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.

MetricOpenAI: o1Qwen: Qwen3.7 Max
Known Good Index 63 93
Mathematics Index 85 95
Science Index 78 96
Reasoning Index 62 —
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 = OpenAI: o1 · marker = Qwen: Qwen3.7 Max · scores ingested from Epoch AI (CC-BY 4.0)

GPQA Diamond77 / 92
MATH / AIME73 / 95

Right-hand figures read OpenAI: o1 / Qwen: Qwen3.7 Max. OpenAI: o1 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.

Neither model currently appears in an arena we ingest.

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.

MetricOpenAI: o1Qwen: Qwen3.7 Max
Input $/1M $15.00 $1.48
Output $/1M $60.00 $4.42
Blended $/1M $26.25 $2.21
Cache read $/1M $7.500 $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.

MetricOpenAI: o1Qwen: Qwen3.7 Max
Context window 200k 1.00M
Max output tokens 100k 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.

MetricOpenAI: o1Qwen: Qwen3.7 Max
Output tokens/s 24 40
Time to first token 1.4s 1.4s
The Known Good

Providers

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

2 hosts
Full provider benchmarks →
Provider OpenAI: o1 blendedOpenAI: o1 tok/s Qwen: Qwen3.7 Max blendedQwen: Qwen3.7 Max tok/s
OpenAI · first party $26.25 13 — —
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) Full attribution →