Qwen3 VL 8B Instruct vs Qwen3 VL 8B Thinking

Qwen3 VL 8B Instruct and Qwen3 VL 8B Thinking are closely matched at 13.8 and 16.2 on the LLM Stats Score. Qwen3 VL 8B Instruct is 3.6x cheaper per token.

Alibaba Cloud / Qwen Team · Alibaba Cloud / Qwen Team · Updated for 2026

Which is better?

Qwen3 VL 8B Instruct and Qwen3 VL 8B Thinking are closely matched on the overall LLM Stats Score at 13.8 and 16.2.

In the 46 individual benchmarks reported for both models, Qwen3 VL 8B Thinking wins 32; this is a narrower head-to-head signal than the composite indexes.

On price, Qwen3 VL 8B Instruct is roughly 3.6x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Qwen3 VL 8B Thinking also accepts a larger context window (262,144 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 Qwen3 VL 8B Instruct

cost matters — it's about 3.6x cheaper per token

Choose Qwen3 VL 8B Thinking

your work emphasizes reasoning — it leads those capability indexes
you value its reported benchmark strengths — it wins 32 of 46 exact shared results
you process long inputs — it offers a 262,144 token context window

At a glance

The differences that matter most.

Better token value: Qwen3 VL 8B Instruct

Qwen3 VL 8B Instruct

Alibaba Cloud / Qwen Team

Qwen3 VL 8B Thinking

Alibaba Cloud / Qwen Team

Core performance indexes

LLM Stats Score

13.8

#248 · 46 evals

16.2

#232 · 50 evals

Best

Reasoning

11.2

#265 · 25 evals

17.2

#219 · 28 evals

Best

Agents

7.1

#145 · 2 evals

Best

4.3

#164 · 2 evals

Cost, coverage & limits

Benchmark wins

14 of 46

32 of 46

Best

Input price

$0.08 / M

Best

$0.18 / M

Output price

$0.50 / M

Best

$2.09 / M

Context window

131,072

262,144

Best

Capability indexes

Additional strengths measured across groups of related public benchmarks

6 shared

Index

Qwen3 VL 8B Instruct

Qwen3 VL 8B Thinking

Math

11.9#237 · 11 evals

18.8#178 · 11 evals

Vision

9.8#130 · 30 evals

10.7#123 · 30 evals

Writing

11.2#70 · 3 evals

13.7#54 · 3 evals

Multimodal

11.3#118 · 24 evals

13.4#105 · 24 evals

Finance

15.0#125 · 6 evals

18.4#96 · 6 evals

1 more shared indexes

Legal

14.5#111 · 5 evals

19.9#68 · 5 evals

Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

46 reported for Qwen3 VL 8B Instruct · 50 for Qwen3 VL 8B Thinking

46 shared

Qwen3 VL 8B Instruct outperforms in 14 benchmarks (AI2D, BFCL-v3, BLINK, CC-OCR, DocVQAtest, IFEval, LVBench, MLVU-M, OCRBench, OCRBench-V2 (en), OCRBench-V2 (zh), ODinW, ScreenSpot, ScreenSpot Pro), while Qwen3 VL 8B Thinking is better at 30 benchmarks (AIME 2025, CharadesSTA, CharXiv-D, CharXiv-R, ERQA, Hallusion Bench, HMMT25, Include, InfoVQAtest, LiveBench 20241125, LiveCodeBench v6, MathVision, MathVista-Mini, MMBench-V1.1, MMLU, MMLU-Pro, MMLU-ProX, MMLU-Redux, MM-MT-Bench, MMMU-Pro, MMMU (val), MMStar, MuirBench, MVBench, PolyMATH, RealWorldQA, SuperGPQA, Video-MME, VideoMMMU, WritingBench).

Qwen3 VL 8B Thinking shows notably better performance in the majority of benchmarks.

Thu Oct 01 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Qwen3 VL 8B Instruct costs less

For input processing, Qwen3 VL 8B Instruct ($0.08/1M tokens) is 2.3x cheaper than Qwen3 VL 8B Thinking ($0.18/1M tokens).

For output processing, Qwen3 VL 8B Instruct ($0.50/1M tokens) is 4.2x cheaper than Qwen3 VL 8B Thinking ($2.09/1M tokens).

In conclusion, Qwen3 VL 8B Thinking is more expensive than Qwen3 VL 8B Instruct.*

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

Lowest available price from all providers

Thu Oct 01 2026 • llm-stats.com

Qwen3 VL 8B Instruct

Input tokens$0.08

Output tokens$0.50

Best providerNovita

Qwen3 VL 8B Thinking

Input tokens$0.18

Output tokens$2.09

Best providerDeepinfra

Notice missing or incorrect data?

Model Size

Parameter count comparison

0.0M diff

Qwen3 VL 8B Thinking has 0.0B more parameters than Qwen3 VL 8B Instruct, making it 0.0% larger.

Qwen3 VL 8B Instruct

9.0Bparameters

Qwen3 VL 8B Thinking

9.0Bparameters

9.0B

Qwen3 VL 8B Instruct

9.0B

Qwen3 VL 8B Thinking

Context Window

Maximum input and output token capacity

Qwen3 VL 8B Thinking accepts 262,144 input tokens compared to Qwen3 VL 8B Instruct's 131,072 tokens. Qwen3 VL 8B Thinking can generate longer responses up to 262,144 tokens, while Qwen3 VL 8B Instruct is limited to 32,768 tokens.

Qwen3 VL 8B Instruct

Input131,072 tokens

Output32,768 tokens

Qwen3 VL 8B Thinking

Input262,144 tokens

Output262,144 tokens

Thu Oct 01 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Qwen3 VL 8B Instruct and Qwen3 VL 8B Thinking support multimodal inputs.

They are both capable of processing various types of data, offering versatility in application.

Qwen3 VL 8B Instruct

Text

Images

Audio

Video

Qwen3 VL 8B Thinking

Text

Images

Audio

Video

License

Usage and distribution terms

Both models are licensed under Apache 2.0.

Both models share the same licensing terms, providing consistent usage rights.

Qwen3 VL 8B Instruct

Apache 2.0

Open weights

Qwen3 VL 8B Thinking

Apache 2.0

Open weights

Release Timeline

When each model was launched

Both models were released on 2025-09-22.

They likely represent similar generations of model development.

Qwen3 VL 8B Instruct

Sep 22, 2025

1.0 years ago

Qwen3 VL 8B Thinking

Sep 22, 2025

1.0 years ago

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Provider Availability

Qwen3 VL 8B Instruct is available from Novita, DeepInfra. Qwen3 VL 8B Thinking is available from DeepInfra.

Qwen3 VL 8B Instruct

Novita

Input Price:Input: $0.08/1MOutput Price:Output: $0.50/1M

Deepinfra

Input Price:Input: $0.18/1MOutput Price:Output: $0.69/1M

Qwen3 VL 8B Thinking

Deepinfra

Input Price:Input: $0.18/1MOutput Price:Output: $2.09/1M

* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Qwen3 VL 8B Instruct and Qwen3 VL 8B Thinking side-by-side, then vote on the output you prefer.

Qwen3 VL 8B Instruct

✓ Preferred

Qwen3 VL 8B Thinking

Open in Playground

FAQ

Common questions about Qwen3 VL 8B Instruct vs Qwen3 VL 8B Thinking.

Which is better, Qwen3 VL 8B Instruct or Qwen3 VL 8B Thinking?

Qwen3 VL 8B Instruct and Qwen3 VL 8B Thinking are closely matched on the LLM Stats Score at 13.8 and 16.2. Qwen3 VL 8B Instruct is made by Alibaba Cloud / Qwen Team and Qwen3 VL 8B Thinking 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 Qwen3 VL 8B Instruct compare to Qwen3 VL 8B Thinking in benchmarks?

Qwen3 VL 8B Instruct scores DocVQAtest: 96.1%, ScreenSpot: 94.4%, OCRBench: 89.6%, AI2D: 85.7%, MMBench-V1.1: 85.0%. Qwen3 VL 8B Thinking scores DocVQAtest: 95.3%, ScreenSpot: 93.6%, MMLU-Redux: 88.8%, MMBench-V1.1: 87.5%, InfoVQAtest: 86.0%.

Is Qwen3 VL 8B Instruct cheaper than Qwen3 VL 8B Thinking?

Qwen3 VL 8B Instruct is 2.3x cheaper for input tokens. Qwen3 VL 8B Instruct costs $0.08/M input and $0.50/M output via novita. Qwen3 VL 8B Thinking costs $0.18/M input and $2.09/M output via deepinfra.

What are the context window sizes for Qwen3 VL 8B Instruct and Qwen3 VL 8B Thinking?

Qwen3 VL 8B Instruct supports 131K tokens and Qwen3 VL 8B Thinking supports 262K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Qwen3 VL 8B Instruct and Qwen3 VL 8B Thinking?

Key differences include LLM Stats Score (13.8 vs 16.2), context window (131K vs 262K), input pricing ($0.08 vs $0.18/M). See the full comparison above for benchmark-by-benchmark results.

Qwen3 VL 8B Instruct vs Qwen3 VL 8B Thinking

Which is better?

Choose Qwen3 VL 8B Instruct

Choose Qwen3 VL 8B Thinking

At a glance

Capability indexes

Individual benchmarks

Human preference

Pricing Analysis

Model Size

Context Window

Input capabilities

Qwen3 VL 8B Instruct

Qwen3 VL 8B Thinking

License

Release Timeline

Knowledge Cutoff

Provider Availability

Qwen3 VL 8B Instruct

Qwen3 VL 8B Thinking

Outputs Comparison

Judge for yourself.

FAQ

Which is better, Qwen3 VL 8B Instruct or Qwen3 VL 8B Thinking?

How does Qwen3 VL 8B Instruct compare to Qwen3 VL 8B Thinking in benchmarks?

Is Qwen3 VL 8B Instruct cheaper than Qwen3 VL 8B Thinking?

What are the context window sizes for Qwen3 VL 8B Instruct and Qwen3 VL 8B Thinking?

What are the main differences between Qwen3 VL 8B Instruct and Qwen3 VL 8B Thinking?

More Qwen3 VL 8B Instruct comparisons

More Qwen3 VL 8B Thinking comparisons

Qwen3 VL 8B Instruct vs Qwen3 VL 8B Thinking

Which is better?

Choose Qwen3 VL 8B Instruct

Choose Qwen3 VL 8B Thinking

At a glance

Capability indexes

Individual benchmarks

Human preference

Pricing Analysis

Model Size

Context Window

Input capabilities

Qwen3 VL 8B Instruct

Qwen3 VL 8B Thinking

License

Release Timeline

Knowledge Cutoff

Provider Availability

Qwen3 VL 8B Instruct

Qwen3 VL 8B Thinking

Outputs Comparison

Judge for yourself.

Which is better, Qwen3 VL 8B Instruct or Qwen3 VL 8B Thinking?

How does Qwen3 VL 8B Instruct compare to Qwen3 VL 8B Thinking in benchmarks?

Is Qwen3 VL 8B Instruct cheaper than Qwen3 VL 8B Thinking?

What are the context window sizes for Qwen3 VL 8B Instruct and Qwen3 VL 8B Thinking?

What are the main differences between Qwen3 VL 8B Instruct and Qwen3 VL 8B Thinking?

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