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Inkling 2 Small vs Muse Wonder

Inkling 2 Small and Muse Wonder are closely matched at 47.2 and 49.2 on the LLM Stats Score.

Thinking Machines Lab · Meta · Updated for 2026

Which is better?

Inkling 2 Small and Muse Wonder are closely matched on the overall LLM Stats Score at 47.2 and 49.2.

In the 1 individual benchmarks reported for both models, Muse Wonder wins 1; this is a narrower head-to-head signal than the composite indexes.

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

Choose Inkling 2 Small

  • you want the most recent training data — it shipped Nov 2026

Choose Muse Wonder

  • you value its reported benchmark strengths — it wins 1 of 1 exact shared results

At a glance

The differences that matter most.

Inkling 2 Small
Thinking Machines Lab
Muse Wonder
Meta
Core performance indexes
LLM Stats Score
47.2
#40
49.2
#25
Reasoning
48.0
#26
37.0
#96
Coding
36.1
#32
38.0
#18
Agents
32.9
#39
37.1
#17
Cost, coverage & limits
Benchmark wins
0 of 1
1 of 1
Input price
$0.30 / M
— / M
Output price
$1.00 / M
— / M
Context window
256,000
—

Capability indexes

Additional strengths measured across groups of related public benchmarks

3 shared
Index
Inkling 2 Small
Muse Wonder
Vision
29.2#45
24.4#71
Tool use
28.4#30
19.2#88
Multimodal
28.9#42
24.0#73
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

11 reported for Inkling 2 Small · 16 for Muse Wonder

1 shared

Inkling 2 Small outperforms in 0 benchmarks, while Muse Wonder is better at 1 benchmark (Artificial Analysis).

Muse Wonder significantly outperforms across most benchmarks.

Thu Nov 12 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Context Window

Maximum input and output token capacity

Only Inkling 2 Small specifies input context (256,000 tokens).

Thinking Machines Lab
Inkling 2 Small
Input256,000 tokens
Output- tokens
Meta
Muse Wonder
Input- tokens
Output- tokens
Thu Nov 12 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Inkling 2 Small and Muse Wonder support multimodal inputs.

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

Inkling 2 Small

Text
Images
Audio
Video

Muse Wonder

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

Muse Wonder

Proprietary

Closed source

Release Timeline

When each model was launched

Inkling 2 Small was released on 2026-11-05, while Muse Wonder was released on 2026-10-12.

Inkling 2 Small is 1 month newer than Muse Wonder.

Inkling 2 Small

Nov 5, 2026

1 weeks ago

3w newer
Muse Wonder

Oct 12, 2026

1 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

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

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

Inkling 2 Small
✓ Preferred
Muse Wonder
Open in Playground

FAQ

Common questions about Inkling 2 Small vs Muse Wonder.

Which is better, Inkling 2 Small or Muse Wonder?

Inkling 2 Small and Muse Wonder are closely matched on the LLM Stats Score at 47.2 and 49.2. Inkling 2 Small is made by Thinking Machines Lab and Muse Wonder is made by Meta. 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 Muse Wonder 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%. Muse Wonder scores MemoryBench: 85.6%, DeepSWE 1.1: 78.8%, OSWorld 2.1 (partial): 72.6%, JobBench: 70.5%, HealthBench Professional: 60.5%.

What are the context window sizes for Inkling 2 Small and Muse Wonder?

Inkling 2 Small supports 256K tokens and Muse Wonder supports an unknown number of 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 Muse Wonder?

Key differences include LLM Stats Score (47.2 vs 49.2). See the full comparison above for benchmark-by-benchmark results.

Who makes Inkling 2 Small and Muse Wonder?

Inkling 2 Small is developed by Thinking Machines Lab and Muse Wonder is developed by Meta.

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