The Known Good Updated 2 Sep 2026 Subscribe
DeepSeek-R1-Distill-Qwen-32B vs gemini-2.0-pro-exp-02-05 ·DeepSeek vs Google

DeepSeek-R1-Distill-Qwen-32B vs gemini-2.0-pro-exp-02-05 — head-to-head comparison

DeepSeek-R1-Distill-Qwen-32B profile gemini-2.0-pro-exp-02-05 profile All comparisons
DeepSeek-R1-Distill-Qwen-32B — DeepSeek
Quality
#47 of 65
53based on 3 of 7 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
gemini-2.0-pro-exp-02-05 — Google
Quality
#25 of 65
74based on 3 of 7 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
Summary

On the Known Good Index, DeepSeek-R1-Distill-Qwen-32B scores 53 and gemini-2.0-pro-exp-02-05 scores 74 — a 21-point lead for gemini-2.0-pro-exp-02-05. They share 8 published evaluations, with DeepSeek-R1-Distill-Qwen-32B ahead on 0 and gemini-2.0-pro-exp-02-05 ahead on 8.

DeepSeek-R1-Distill-Qwen-32B is open weights under Open weights (unrestricted); gemini-2.0-pro-exp-02-05 is proprietary.

Generated from tracked data on 3 Sep 2026 · how these comparisons are computed →

At a glance
MetricDeepSeek-R1-Distill-Qwen-32Bgemini-2.0-pro-exp-02-05
Known Good Index 53 based on 3 of 7 evaluations 74 based on 3 of 7 evaluations
Blended $/1M
Output tok/s
Context window
Providers 0 0
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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-R1-Distill-Qwen-32Bgemini-2.0-pro-exp-02-05
Known Good Index 53 74
Reasoning Index 55 61
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-Distill-Qwen-32B · marker = gemini-2.0-pro-exp-02-05 · scores ingested from Epoch AI (CC-BY 4.0), LiveBench (Apache-2.0)

GPQA Diamond64 / 66
LiveBench46 / 65
LiveBench Coding34 / 63
LiveBench Data Analysis45 / 68
LiveBench Instruction Following56 / 83
LiveBench Language27 / 45
LiveBench Mathematics59 / 71
LiveBench Reasoning52 / 60

Right-hand figures read DeepSeek-R1-Distill-Qwen-32B / gemini-2.0-pro-exp-02-05. DeepSeek-R1-Distill-Qwen-32B leads on 0 of 8, gemini-2.0-pro-exp-02-05 on 8.

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

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-R1-Distill-Qwen-32Bgemini-2.0-pro-exp-02-05
Input $/1M
Output $/1M
Blended $/1M
Cache read $/1M
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-R1-Distill-Qwen-32Bgemini-2.0-pro-exp-02-05
Context window
Max output tokens
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.

MetricDeepSeek-R1-Distill-Qwen-32Bgemini-2.0-pro-exp-02-05
Output tokens/s
Time to first token
The Known Good

Providers

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

0 hosts
Full provider benchmarks →

No hosting providers are currently tracked for either model.

The Known Good
Sources for this page
Pricing & providers — OpenRouter Metadata — models.dev Benchmarks — Epoch AI (CC-BY 4.0)Benchmarks — LiveBench (Apache-2.0) Full attribution →