The Known Good Updated 25 Oct 2026 Subscribe
OpenAI: GPT-4.1 vs Qwen: Qwen3.7 Max ·OpenAI vs Alibaba

OpenAI: GPT-4.1 vs Qwen: Qwen3.7 Max — head-to-head comparison

OpenAI: GPT-4.1 profile Qwen: Qwen3.7 Max profile All comparisons
OpenAI: GPT-4.1 — OpenAI
Quality
#50 of 65
45based on 5 of 7 evaluations
Known Good Index
Speed
#87 of 345
102.2
Output tokens per second
Price
#413 of 526
$3.50
Blended per 1M tokens
In $2.00 · Out $8.00
Cache hit price
#385 of 412
$0.50
per 1M tokens (−75%)
Context
#138 of 575
1.05M
tokens (~1,600 pages)
Qwen: Qwen3.7 Max — Alibaba
Quality
#6 of 65
92based on 3 of 7 evaluations
Known Good Index
Speed
#171 of 345
73.1
Output tokens per second
Price
#372 of 526
$2.21
Blended per 1M tokens
In $1.48 · Out $4.42
Cache hit price
#353 of 412
$0.29
per 1M tokens (−80%)
Context
#200 of 575
1.00M
tokens (~1,500 pages)
Summary

On the Known Good Index, OpenAI: GPT-4.1 scores 45 and Qwen: Qwen3.7 Max scores 92 — a 47-point lead for Qwen: Qwen3.7 Max. They share 3 published evaluations, with OpenAI: GPT-4.1 ahead on 0 and Qwen: Qwen3.7 Max ahead on 3.

Blended pricing is $3.50 per 1M tokens for OpenAI: GPT-4.1 and $2.21 for Qwen: Qwen3.7 Max — Qwen: Qwen3.7 Max is about 1.6× cheaper.

Throughput is 102 tokens per second for OpenAI: GPT-4.1 and 73 for Qwen: Qwen3.7 Max, with time to first token at 1.0s and 1.1s. OpenAI: GPT-4.1 accepts 1.05M tokens of context against 1.00M.

OpenAI: GPT-4.1 is proprietary; Qwen: Qwen3.7 Max is proprietary. 4 tracked hosts serve one or both.

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

At a glance
MetricOpenAI: GPT-4.1Qwen: Qwen3.7 Max
Known Good Index 45 based on 5 of 7 evaluations 92 based on 3 of 7 evaluations
Blended $/1M $3.50 $2.21
Output tok/s 102 73
Context window 1.05M 1.00M
Providers 2 2
Jump to section

Quality

Known Good Index and the capability indices, side by side

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: GPT-4.1Qwen: Qwen3.7 Max
Known Good Index 45 92
Mathematics Index 61 —
Reasoning Index 36 —
Openness Index 5 5
The Known Good

Quality Breakdown

Every evaluation both models report a published score for

Evaluations both models report

Bar = OpenAI: GPT-4.1 · marker = Qwen: Qwen3.7 Max · scores ingested from Epoch AI (CC-BY 4.0)

GPQA Diamond67 / 91
Mock AIME 2024–2538 / 96
SWE-bench Verified49 / 77

Right-hand figures read OpenAI: GPT-4.1 / Qwen: Qwen3.7 Max. OpenAI: GPT-4.1 leads on 0 of 3, Qwen: Qwen3.7 Max on 3.

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.

MetricOpenAI: GPT-4.1Qwen: Qwen3.7 Max
Text Arena 1,383 —
Text Arena (style controlled) 1,415 —
The Known Good

Price & Cost

Published API pricing by token type

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: GPT-4.1Qwen: Qwen3.7 Max
Input $/1M $2.00 $1.48
Output $/1M $8.00 $4.42
Blended $/1M $3.50 $2.21
Cache read $/1M $0.500 $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: GPT-4.1Qwen: Qwen3.7 Max
Context window 1.05M 1.00M
Max output tokens 33k 131k
The Known Good

Speed & Latency

Mean throughput and time to first token across hosting providers, over successful measurements from the last 48 hours

Throughput and latency

Means across all tracked providers over successful measurements from the last 48 hours, derived from OpenRouter endpoint telemetry.

MetricOpenAI: GPT-4.1Qwen: Qwen3.7 Max
Output tokens/s 102 73
Time to first token 1.0s 1.1s
The Known Good

Providers

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

4 hosts
Full provider benchmarks →
Provider OpenAI: GPT-4.1 blendedOpenAI: GPT-4.1 tok/s Qwen: Qwen3.7 Max blendedQwen: Qwen3.7 Max tok/s
OpenAI · first party $3.50 83 — —
Azure · first party $3.50 82 — —
Alibaba · first party — — $2.21 66
AtlasCloud — — $3.75 33

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 →