The Known Good Updated 29 Jul 2026
DeepSeek: R1 vs Qwen: Qwen3.6 Max Preview ·DeepSeek vs Alibaba

DeepSeek: R1 vs Qwen: Qwen3.6 Max Preview — head-to-head comparison

DeepSeek: R1 profile Qwen: Qwen3.6 Max Preview profile All comparisons
DeepSeek: R1 — DeepSeek
Quality
#21 of 62
75based on 4 of 7 evaluations
Known Good Index
Speed
#154 of 317
49.1
Output tokens per second
Price
#222 of 370
$1.15
Blended per 1M tokens
In $0.70 · Out $2.50
Cache hit price
unranked
—
per 1M tokens
Context
#251 of 375
164k
tokens (~300 pages)
Qwen: Qwen3.6 Max Preview — Alibaba
Quality
#9 of 62
90based on 3 of 7 evaluations
Known Good Index
Speed
#161 of 317
47.9
Output tokens per second
Price
#265 of 370
$2.34
Blended per 1M tokens
In $1.04 · Out $6.24
Cache hit price
#136 of 238
$0.13
per 1M tokens (−88%)
Context
#158 of 375
262k
tokens (~400 pages)
Summary

On the Known Good Index, DeepSeek: R1 scores 75 and Qwen: Qwen3.6 Max Preview scores 90 — a 16-point lead for Qwen: Qwen3.6 Max Preview. They share 2 published evaluations, with DeepSeek: R1 ahead on 0 and Qwen: Qwen3.6 Max Preview ahead on 2.

Blended pricing is $1.15 per 1M tokens for DeepSeek: R1 and $2.34 for Qwen: Qwen3.6 Max Preview — DeepSeek: R1 is about 2.0× cheaper.

Throughput is 49 tokens per second for DeepSeek: R1 and 48 for Qwen: Qwen3.6 Max Preview, with time to first token at 1.2s and 1.6s. DeepSeek: R1 accepts 164k tokens of context against 262k.

DeepSeek: R1 is open weights under Open weights (unrestricted); Qwen: Qwen3.6 Max Preview is proprietary. 3 tracked hosts serve one or both.

Generated from tracked data on 29 Jul 2026 · how these comparisons are computed →

At a glance
MetricDeepSeek: R1Qwen: Qwen3.6 Max Preview
Known Good Index 75 based on 4 of 7 evaluations 90 based on 3 of 7 evaluations
Blended $/1M $1.15 $2.34
Output tok/s 49 48
Context window 164k 262k
Providers 2 1
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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.

MetricDeepSeek: R1Qwen: Qwen3.6 Max Preview
Known Good Index 75 90
Mathematics Index 74 91
Reasoning Index 77 —
Agentic Index — 87
Openness Index 60 5
The Known Good

Quality Breakdown

Every evaluation both models report a published score for

Evaluations both models report

Bar = DeepSeek: R1 · marker = Qwen: Qwen3.6 Max Preview · scores ingested from Epoch AI (CC-BY 4.0)

GPQA Diamond69 / 89
Mock AIME 2024–2553 / 91

Right-hand figures read DeepSeek: R1 / Qwen: Qwen3.6 Max Preview. DeepSeek: R1 leads on 0 of 2, Qwen: Qwen3.6 Max Preview 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.

MetricDeepSeek: R1Qwen: Qwen3.6 Max Preview
Text Arena 1,373 1,456
Text Arena (style controlled) 1,398 1,460
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.

MetricDeepSeek: R1Qwen: Qwen3.6 Max Preview
Input $/1M $0.70 $1.04
Output $/1M $2.50 $6.24
Blended $/1M $1.15 $2.34
Cache read $/1M — $0.130
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.

MetricDeepSeek: R1Qwen: Qwen3.6 Max Preview
Context window 164k 262k
Max output tokens 16k 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.

MetricDeepSeek: R1Qwen: Qwen3.6 Max Preview
Output tokens/s 49 48
Time to first token 1.2s 1.6s
The Known Good

Providers

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

3 hosts
Full provider benchmarks →
Provider DeepSeek: R1 blendedDeepSeek: R1 tok/s Qwen: Qwen3.6 Max Preview blendedQwen: Qwen3.6 Max Preview tok/s
Azure · first party $2.60 64 — —
Novita $1.15 32 — —
Alibaba · first party — — $2.34 38

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 →