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Claude 3.5 Sonnet vs Inkling 2 Small

Inkling 2 Small leads the LLM Stats Score 47.2 to 18.3. Inkling 2 Small is 12.6x cheaper per token.

Anthropic · Thinking Machines Lab · Updated for 2026

Which is better?

Inkling 2 Small leads the overall LLM Stats Score 47.2 to 18.3, ranking #39 overall.

In the 2 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, Inkling 2 Small is roughly 12.6x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Inkling 2 Small also accepts a larger context window (256,000 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 Claude 3.5 Sonnet

  • you want predictable pricing at $3.00/M input and $15.00/M output

Choose Inkling 2 Small

  • overall performance matters — it scores 47.2 and ranks #39 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 2 of 2 exact shared results
  • cost matters — it's about 12.6x cheaper per token
  • you process long inputs — it offers a 256,000 token context window
  • you want the most recent training data — it shipped Nov 2026

At a glance

The differences that matter most.

Core performance indexes
18.3
#248
47.2
#39
19.3
#231
47.9
#24
11.1
#189
36.3
#35
Cost, coverage & limits
Benchmark wins
0 of 2
2 of 2
Input price
$3.00 / M
$0.30 / M
Output price
$15.00 / M
$1.00 / M
Context window
200,000
256,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

3 shared
Index
Claude 3.5 Sonnet
Inkling 2 Small
13.5#119
29.4#45
8.0#170
28.3#27
16.4#101
28.9#42
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

19 reported for Claude 3.5 Sonnet · 11 for Inkling 2 Small

2 shared

Claude 3.5 Sonnet outperforms in 0 benchmarks, while Inkling 2 Small is better at 2 benchmarks (GPQA, SWE-Bench Verified).

Inkling 2 Small significantly outperforms across most benchmarks.

Sun Nov 08 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Inkling 2 Small costs less

For input processing, Claude 3.5 Sonnet ($3.00/1M tokens) is 10.0x more expensive than Inkling 2 Small ($0.30/1M tokens).

For output processing, Claude 3.5 Sonnet ($15.00/1M tokens) is 15.0x more expensive than Inkling 2 Small ($1.00/1M tokens).

In conclusion, Claude 3.5 Sonnet is more expensive than Inkling 2 Small.*

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

Lowest available price from all providers
Sun Nov 08 2026 • llm-stats.com
Anthropic
Claude 3.5 Sonnet
Input tokens$3.00
Output tokens$15.00
Best providerAnthropic
Thinking Machines Lab
Inkling 2 Small
Input tokens$0.30
Output tokens$1.00
Best providerUnknown Organization
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

Inkling 2 Small accepts 256,000 input tokens compared to Claude 3.5 Sonnet's 200,000 tokens. Only Claude 3.5 Sonnet specifies output context (200,000 tokens).

Anthropic
Claude 3.5 Sonnet
Input200,000 tokens
Output200,000 tokens
Thinking Machines Lab
Inkling 2 Small
Input256,000 tokens
Output- tokens
Sun Nov 08 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Claude 3.5 Sonnet and Inkling 2 Small support multimodal inputs.

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

Claude 3.5 Sonnet

Text
Images
Audio
Video

Inkling 2 Small

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.

Claude 3.5 Sonnet

Proprietary

Closed source

Inkling 2 Small

Proprietary

Closed source

Release Timeline

When each model was launched

Claude 3.5 Sonnet was released on 2024-10-22, while Inkling 2 Small was released on 2026-11-05.

Inkling 2 Small is 25 months newer than Claude 3.5 Sonnet.

Claude 3.5 Sonnet

Oct 22, 2024

2.0 years ago

Inkling 2 Small

Nov 5, 2026

3 days ago

2.0yr newer

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

Claude 3.5 Sonnet is available from Anthropic, Bedrock, Google. Inkling 2 Small is available from Thinking Machines Lab.

Claude 3.5 Sonnet

anthropic logo
Anthropic
Input Price:Input: $3.00/1MOutput Price:Output: $15.00/1M
bedrock logo
AWS Bedrock
Input Price:Input: $3.00/1MOutput Price:Output: $15.00/1M
google logo
Google
Input Price:Input: $3.00/1MOutput Price:Output: $15.00/1M

Inkling 2 Small

thinking-machines logo
Unknown Organization
Input Price:Input: $0.30/1MOutput Price:Output: $1.00/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Claude 3.5 Sonnet and Inkling 2 Small side-by-side, then vote on the output you prefer.

Claude 3.5 Sonnet
✓ Preferred
Inkling 2 Small
Open in Playground

FAQ

Common questions about Claude 3.5 Sonnet vs Inkling 2 Small.

Which is better, Claude 3.5 Sonnet or Inkling 2 Small?

Inkling 2 Small leads the LLM Stats Score 47.2 to 18.3. Claude 3.5 Sonnet is made by Anthropic and Inkling 2 Small is made by Thinking Machines Lab. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Claude 3.5 Sonnet compare to Inkling 2 Small in benchmarks?

Claude 3.5 Sonnet scores GSM8k: 96.4%, DocVQA: 95.2%, AI2D: 94.7%, HumanEval: 93.7%, BIG-Bench Hard: 93.1%. Inkling 2 Small scores GPQA: 93.0%, BrowseComp: 90.2%, CharXiv-R: 85.6%, MCP Atlas: 85.0%, SWE-Bench Verified: 82.2%.

Is Claude 3.5 Sonnet cheaper than Inkling 2 Small?

Inkling 2 Small is 10.0x cheaper for input tokens. Claude 3.5 Sonnet costs $3.00/M input and $15.00/M output via anthropic. Inkling 2 Small costs $0.30/M input and $1.00/M output via thinking-machines.

What are the context window sizes for Claude 3.5 Sonnet and Inkling 2 Small?

Claude 3.5 Sonnet supports 200K tokens and Inkling 2 Small supports 256K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Claude 3.5 Sonnet and Inkling 2 Small?

Key differences include LLM Stats Score (18.3 vs 47.2), context window (200K vs 256K), input pricing ($3.00 vs $0.30/M). See the full comparison above for benchmark-by-benchmark results.

Who makes Claude 3.5 Sonnet and Inkling 2 Small?

Claude 3.5 Sonnet is developed by Anthropic and Inkling 2 Small is developed by Thinking Machines Lab.