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Inkling 2 Small vs Qwen3.8 Flash

Inkling 2 Small and Qwen3.8 Flash are closely matched at 47.2 and 47.4 on the LLM Stats Score. Qwen3.8 Flash is 2.1x cheaper per token.

Thinking Machines Lab · Alibaba Cloud / Qwen Team · Updated for 2026

Which is better?

Inkling 2 Small and Qwen3.8 Flash are closely matched on the overall LLM Stats Score at 47.2 and 47.4.

In the 3 individual benchmarks reported for both models, Inkling 2 Small wins 2; this is a narrower head-to-head signal than the composite indexes.

On price, Qwen3.8 Flash is roughly 2.1x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Qwen3.8 Flash also accepts a larger context window (1,000,000 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 Inkling 2 Small

  • you value its reported benchmark strengths — it wins 2 of 3 exact shared results
  • you want the most recent training data — it shipped Nov 2026

Choose Qwen3.8 Flash

  • cost matters — it's about 2.1x cheaper per token
  • you process long inputs — it offers a 1,000,000 token context window

At a glance

The differences that matter most.

Core performance indexes
47.2
#40
47.4
#38
48.0
#26
47.9
#28
36.1
#32
31.8
#55
32.9
#39
31.5
#47
Cost, coverage & limits
Benchmark wins
2 of 3
1 of 3
Input price
$0.30 / M
$0.15 / M
Output price
$1.00 / M
$0.47 / M
Context window
256,000
1,000,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

3 shared
Index
Inkling 2 Small
Qwen3.8 Flash
29.2#45
33.7#20
28.4#30
29.7#20
28.9#42
34.7#16
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

11 reported for Inkling 2 Small · 22 for Qwen3.8 Flash

3 shared

Inkling 2 Small outperforms in 2 benchmarks (GPQA, Humanity's Last Exam), while Qwen3.8 Flash is better at 1 benchmark (CharXiv-R).

Inkling 2 Small shows notably better performance in the majority of benchmarks.

Sun Nov 15 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Qwen3.8 Flash costs less

For input processing, Inkling 2 Small ($0.30/1M tokens) is 2.0x more expensive than Qwen3.8 Flash ($0.15/1M tokens).

For output processing, Inkling 2 Small ($1.00/1M tokens) is 2.1x more expensive than Qwen3.8 Flash ($0.47/1M tokens).

In conclusion, Inkling 2 Small is more expensive than Qwen3.8 Flash.*

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

Lowest available price from all providers
Sun Nov 15 2026 • llm-stats.com
Thinking Machines Lab
Inkling 2 Small
Input tokens$0.30
Output tokens$1.00
Best providerUnknown Organization
Alibaba Cloud / Qwen Team
Qwen3.8 Flash
Input tokens$0.15
Output tokens$0.47
Best providerNovita
Notice missing or incorrect data?

Model Size

Parameter count comparison

469.0B diff

Inkling 2 Small has 469.0B more parameters than Qwen3.8 Flash, making it 375.2% larger.

Thinking Machines Lab
Inkling 2 Small
594.0Bparameters
Alibaba Cloud / Qwen Team
Qwen3.8 Flash
125.0Bparameters
594.0B
Inkling 2 Small
125.0B
Qwen3.8 Flash

Context Window

Maximum input and output token capacity

Qwen3.8 Flash accepts 1,000,000 input tokens compared to Inkling 2 Small's 256,000 tokens. Only Qwen3.8 Flash specifies output context (131,072 tokens).

Thinking Machines Lab
Inkling 2 Small
Input256,000 tokens
Output- tokens
Alibaba Cloud / Qwen Team
Qwen3.8 Flash
Input1,000,000 tokens
Output131,072 tokens
Sun Nov 15 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Inkling 2 Small and Qwen3.8 Flash support multimodal inputs.

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

Inkling 2 Small

Text
Images
Audio
Video

Qwen3.8 Flash

Text
Images
Audio
Video

License

Usage and distribution terms

Both models are licensed under proprietary licenses.

Both models have usage restrictions defined by their respective organizations.

Inkling 2 Small

Proprietary

Closed source

Qwen3.8 Flash

Proprietary

Closed source

Release Timeline

When each model was launched

Inkling 2 Small was released on 2026-11-05, while Qwen3.8 Flash was released on 2026-08-26.

Inkling 2 Small is 2 months newer than Qwen3.8 Flash.

Inkling 2 Small

Nov 5, 2026

1 weeks ago

2mo newer
Qwen3.8 Flash

Aug 26, 2026

2 months 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

Inkling 2 Small is available from Thinking Machines Lab. Qwen3.8 Flash is available from Novita.

Inkling 2 Small

thinking-machines logo
Unknown Organization
Input Price:Input: $0.30/1MOutput Price:Output: $1.00/1M

Qwen3.8 Flash

novita logo
Novita
Input Price:Input: $0.15/1MOutput Price:Output: $0.47/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Inkling 2 Small and Qwen3.8 Flash side-by-side, then vote on the output you prefer.

Inkling 2 Small
✓ Preferred
Qwen3.8 Flash
Open in Playground

FAQ

Common questions about Inkling 2 Small vs Qwen3.8 Flash.

Which is better, Inkling 2 Small or Qwen3.8 Flash?

Inkling 2 Small and Qwen3.8 Flash are closely matched on the LLM Stats Score at 47.2 and 47.4. Inkling 2 Small is made by Thinking Machines Lab and Qwen3.8 Flash 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 Inkling 2 Small compare to Qwen3.8 Flash in benchmarks?

Inkling 2 Small scores GPQA: 93.0%, BrowseComp: 90.2%, CharXiv-R: 85.6%, MCP Atlas: 85.0%, SWE-Bench Verified: 82.2%. Qwen3.8 Flash scores MathVision: 95.7%, LiveCodeBench v6: 91.9%, GPQA: 91.7%, CharXiv-R: 90.6%, RealWorldQA: 88.5%.

Is Inkling 2 Small cheaper than Qwen3.8 Flash?

Qwen3.8 Flash is 2.0x cheaper for input tokens. Inkling 2 Small costs $0.30/M input and $1.00/M output via thinking-machines. Qwen3.8 Flash costs $0.15/M input and $0.47/M output via novita.

What are the context window sizes for Inkling 2 Small and Qwen3.8 Flash?

Inkling 2 Small supports 256K tokens and Qwen3.8 Flash supports 1.0M tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Inkling 2 Small and Qwen3.8 Flash?

Key differences include LLM Stats Score (47.2 vs 47.4), context window (256K vs 1.0M), input pricing ($0.30 vs $0.15/M). See the full comparison above for benchmark-by-benchmark results.

Who makes Inkling 2 Small and Qwen3.8 Flash?

Inkling 2 Small is developed by Thinking Machines Lab and Qwen3.8 Flash is developed by Alibaba Cloud / Qwen Team.