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Gemini 2.0 Flash vs QwQ-32B-Preview

Gemini 2.0 Flash and QwQ-32B-Preview are closely matched at 16.6 and 9.2 on the LLM Stats Score. QwQ-32B-Preview is 1.1x cheaper per token.

Google · Alibaba Cloud / Qwen Team · Updated for 2026

Which is better?

Gemini 2.0 Flash and QwQ-32B-Preview are closely matched on the overall LLM Stats Score at 16.6 and 9.2.

In the 2 individual benchmarks reported for both models, QwQ-32B-Preview wins 2; this is a narrower head-to-head signal than the composite indexes.

On price, QwQ-32B-Preview is roughly 1.1x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Gemini 2.0 Flash also accepts a larger context window (1,048,576 input tokens), making it the stronger choice for long documents and large codebases.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose Gemini 2.0 Flash

  • you process long inputs — it offers a 1,048,576 token context window
  • you want the most recent training data — it shipped Dec 2024

Choose QwQ-32B-Preview

  • you value its reported benchmark strengths — it wins 2 of 2 exact shared results
  • cost matters — it's about 1.1x cheaper per token
  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Gemini 2.0 Flash
Google
QwQ-32B-Preview
Alibaba Cloud / Qwen Team
Core performance indexes
LLM Stats Score
16.6
#209
9.2
#259
Reasoning
16.0
#208
9.5
#251
Coding
1.8
#221
4.6
#200
Cost, coverage & limits
Benchmark wins
0 of 2
2 of 2
Input price
$0.10 / M
$0.15 / M
Output price
$0.40 / M
$0.20 / M
Context window
1,048,576
32,768

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Gemini 2.0 Flash
QwQ-32B-Preview
Math
23.6#123
9.2#247
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

13 reported for Gemini 2.0 Flash · 4 for QwQ-32B-Preview

2 shared

Gemini 2.0 Flash outperforms in 0 benchmarks, while QwQ-32B-Preview is better at 2 benchmarks (GPQA, LiveCodeBench).

QwQ-32B-Preview significantly outperforms across most benchmarks.

Mon Sep 07 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

QwQ-32B-Preview costs less

For input processing, Gemini 2.0 Flash ($0.10/1M tokens) is 1.5x cheaper than QwQ-32B-Preview ($0.15/1M tokens).

For output processing, Gemini 2.0 Flash ($0.40/1M tokens) is 2.0x more expensive than QwQ-32B-Preview ($0.20/1M tokens).

In conclusion, Gemini 2.0 Flash is more expensive than QwQ-32B-Preview.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Mon Sep 07 2026 • llm-stats.com
Google
Gemini 2.0 Flash
Input tokens$0.10
Output tokens$0.40
Best providerGoogle
Alibaba Cloud / Qwen Team
QwQ-32B-Preview
Input tokens$0.15
Output tokens$0.20
Best providerDeepinfra
Notice missing or incorrect data?Start an Issue→

Context Window

Maximum input and output token capacity

Gemini 2.0 Flash accepts 1,048,576 input tokens compared to QwQ-32B-Preview's 32,768 tokens. QwQ-32B-Preview can generate longer responses up to 32,768 tokens, while Gemini 2.0 Flash is limited to 8,192 tokens.

Google
Gemini 2.0 Flash
Input1,048,576 tokens
Output8,192 tokens
Alibaba Cloud / Qwen Team
QwQ-32B-Preview
Input32,768 tokens
Output32,768 tokens
Mon Sep 07 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Gemini 2.0 Flash supports multimodal inputs, whereas QwQ-32B-Preview does not.

Gemini 2.0 Flash can handle both text and other forms of data like images, making it suitable for multimodal applications.

Gemini 2.0 Flash

Text
Images
Audio
Video

QwQ-32B-Preview

Text
Images
Audio
Video

License

Usage and distribution terms

Gemini 2.0 Flash is licensed under a proprietary license, while QwQ-32B-Preview uses Apache 2.0.

License differences may affect how you can use these models in commercial or open-source projects.

Gemini 2.0 Flash

Proprietary

Closed source

QwQ-32B-Preview

Apache 2.0

Open weights

Release Timeline

When each model was launched

Gemini 2.0 Flash was released on 2024-12-01, while QwQ-32B-Preview was released on 2024-11-28.

Gemini 2.0 Flash is 0 month newer than QwQ-32B-Preview.

Gemini 2.0 Flash

Dec 1, 2024

1.8 years ago

3d newer
QwQ-32B-Preview

Nov 28, 2024

1.8 years ago

Knowledge Cutoff

When training data ends

Gemini 2.0 Flash has a knowledge cutoff of 2024-08-01, while QwQ-32B-Preview has a cutoff of 2024-11-28.

QwQ-32B-Preview has more recent training data (up to 2024-11-28), making it potentially better informed about events through that date compared to Gemini 2.0 Flash (2024-08-01).

Gemini 2.0 Flash

Aug 2024

QwQ-32B-Preview

Nov 2024

3 mo newer

Provider Availability

Gemini 2.0 Flash is available from Google. QwQ-32B-Preview is available from DeepInfra, Hyperbolic, Fireworks, Together.

Gemini 2.0 Flash

google logo
Google
Input Price:Input: $0.10/1MOutput Price:Output: $0.40/1M

QwQ-32B-Preview

deepinfra logo
Deepinfra
Input Price:Input: $0.15/1MOutput Price:Output: $0.60/1M
hyperbolic logo
Hyperbolic
Input Price:Input: $0.20/1MOutput Price:Output: $0.20/1M
fireworks logo
Fireworks
Input Price:Input: $0.89/1MOutput Price:Output: $0.89/1M
together logo
Together
Input Price:Input: $1.20/1MOutput Price:Output: $1.20/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion→

Judge for yourself.

Run your own prompts against Gemini 2.0 Flash and QwQ-32B-Preview side-by-side, then vote on the output you prefer.

Gemini 2.0 Flash
✓ Preferred
QwQ-32B-Preview
Open in Playground

FAQ

Common questions about Gemini 2.0 Flash vs QwQ-32B-Preview.

Which is better, Gemini 2.0 Flash or QwQ-32B-Preview?

Gemini 2.0 Flash and QwQ-32B-Preview are closely matched on the LLM Stats Score at 16.6 and 9.2. Gemini 2.0 Flash is made by Google and QwQ-32B-Preview is made by Alibaba Cloud / Qwen Team. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Gemini 2.0 Flash compare to QwQ-32B-Preview in benchmarks?

Gemini 2.0 Flash scores Natural2Code: 92.9%, MATH: 89.7%, FACTS Grounding: 83.6%, MMLU-Pro: 76.4%, EgoSchema: 71.5%. QwQ-32B-Preview scores MATH-500: 90.6%, GPQA: 65.2%, AIME 2024: 50.0%, LiveCodeBench: 50.0%.

Is Gemini 2.0 Flash cheaper than QwQ-32B-Preview?

Gemini 2.0 Flash is 1.5x cheaper for input tokens. Gemini 2.0 Flash costs $0.10/M input and $0.40/M output via google. QwQ-32B-Preview costs $0.15/M input and $0.20/M output via deepinfra.

What are the context window sizes for Gemini 2.0 Flash and QwQ-32B-Preview?

Gemini 2.0 Flash supports 1.0M tokens and QwQ-32B-Preview supports 33K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Gemini 2.0 Flash and QwQ-32B-Preview?

Key differences include LLM Stats Score (16.6 vs 9.2), context window (1.0M vs 33K), input pricing ($0.10 vs $0.15/M), multimodal support (yes vs no), licensing (Proprietary vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes Gemini 2.0 Flash and QwQ-32B-Preview?

Gemini 2.0 Flash is developed by Google and QwQ-32B-Preview is developed by Alibaba Cloud / Qwen Team.

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