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Inkling 2 Small vs Mistral NeMo Instruct

Inkling 2 Small leads the LLM Stats Score 47.1 to -5.3. Mistral NeMo Instruct is 21.8x cheaper per token.

Thinking Machines Lab · Mistral AI · Updated for 2026

Which is better?

Inkling 2 Small leads the overall LLM Stats Score 47.1 to -5.3, ranking #41 overall.

On price, Mistral NeMo Instruct is roughly 21.8x 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 Inkling 2 Small

  • overall performance matters — it scores 47.1 and ranks #41 on LLM Stats
  • your work emphasizes reasoning — it leads those capability indexes
  • you process long inputs — it offers a 256,000 token context window
  • you want the most recent training data — it shipped Nov 2026

Choose Mistral NeMo Instruct

  • cost matters — it's about 21.8x cheaper per token
  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Core performance indexes
47.1
#41
-5.3
#396
47.8
#26
-5.5
#389
Cost, coverage & limits
Benchmark wins
—
—
Input price
$0.30 / M
$0.02 / M
Output price
$1.00 / M
$0.03 / M
Context window
256,000
131,072

Individual benchmarks

11 reported for Inkling 2 Small · 8 for Mistral NeMo Instruct

No common benchmarks found

Inkling 2 Small and Mistral NeMo Instructdon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Mistral NeMo Instruct costs less

For input processing, Inkling 2 Small ($0.30/1M tokens) is 15.8x more expensive than Mistral NeMo Instruct ($0.02/1M tokens).

For output processing, Inkling 2 Small ($1.00/1M tokens) is 33.3x more expensive than Mistral NeMo Instruct ($0.03/1M tokens).

In conclusion, Inkling 2 Small is more expensive than Mistral NeMo Instruct.*

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

Lowest available price from all providers
Wed Nov 11 2026 • llm-stats.com
Thinking Machines Lab
Inkling 2 Small
Input tokens$0.30
Output tokens$1.00
Best providerUnknown Organization
Mistral AI
Mistral NeMo Instruct
Input tokens$0.02
Output tokens$0.03
Best providerDeepinfra
Notice missing or incorrect data?

Model Size

Parameter count comparison

582.0B diff

Inkling 2 Small has 582.0B more parameters than Mistral NeMo Instruct, making it 4850.0% larger.

Thinking Machines Lab
Inkling 2 Small
594.0Bparameters
Mistral AI
Mistral NeMo Instruct
12.0Bparameters
594.0B
Inkling 2 Small
12.0B
Mistral NeMo Instruct

Context Window

Maximum input and output token capacity

Inkling 2 Small accepts 256,000 input tokens compared to Mistral NeMo Instruct's 131,072 tokens. Only Mistral NeMo Instruct specifies output context (131,072 tokens).

Thinking Machines Lab
Inkling 2 Small
Input256,000 tokens
Output- tokens
Mistral AI
Mistral NeMo Instruct
Input131,072 tokens
Output131,072 tokens
Wed Nov 11 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Inkling 2 Small supports multimodal inputs, whereas Mistral NeMo Instruct does not.

Inkling 2 Small can handle both text and other forms of data like images, making it suitable for multimodal applications.

Inkling 2 Small

Text
Images
Audio
Video

Mistral NeMo Instruct

Text
Images
Audio
Video

License

Usage and distribution terms

Inkling 2 Small is licensed under a proprietary license, while Mistral NeMo Instruct uses Apache 2.0.

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

Inkling 2 Small

Proprietary

Closed source

Mistral NeMo Instruct

Apache 2.0

Open weights

Release Timeline

When each model was launched

Inkling 2 Small was released on 2026-11-05, while Mistral NeMo Instruct was released on 2024-07-18.

Inkling 2 Small is 28 months newer than Mistral NeMo Instruct.

Inkling 2 Small

Nov 5, 2026

5 days ago

2.3yr newer
Mistral NeMo Instruct

Jul 18, 2024

2.3 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

Inkling 2 Small is available from Thinking Machines Lab. Mistral NeMo Instruct is available from DeepInfra, Google, Mistral AI.

Inkling 2 Small

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

Mistral NeMo Instruct

deepinfra logo
Deepinfra
Input Price:Input: $0.02/1MOutput Price:Output: $0.03/1M
google logo
Google
Input Price:Input: $0.15/1MOutput Price:Output: $0.15/1M
mistral logo
Mistral
Input Price:Input: $0.15/1MOutput Price:Output: $0.15/1M
* 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 Mistral NeMo Instruct side-by-side, then vote on the output you prefer.

Inkling 2 Small
✓ Preferred
Mistral NeMo Instruct
Open in Playground

FAQ

Common questions about Inkling 2 Small vs Mistral NeMo Instruct.

Which is better, Inkling 2 Small or Mistral NeMo Instruct?

Inkling 2 Small leads the LLM Stats Score 47.1 to -5.3. Inkling 2 Small is made by Thinking Machines Lab and Mistral NeMo Instruct is made by Mistral AI. 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 Mistral NeMo Instruct 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%. Mistral NeMo Instruct scores HellaSwag: 83.5%, Winogrande: 76.8%, TriviaQA: 73.8%, CommonSenseQA: 70.4%, MMLU: 68.0%.

Is Inkling 2 Small cheaper than Mistral NeMo Instruct?

Mistral NeMo Instruct is 15.8x cheaper for input tokens. Inkling 2 Small costs $0.30/M input and $1.00/M output via thinking-machines. Mistral NeMo Instruct costs $0.02/M input and $0.03/M output via deepinfra.

What are the context window sizes for Inkling 2 Small and Mistral NeMo Instruct?

Inkling 2 Small supports 256K tokens and Mistral NeMo Instruct supports 131K 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 Mistral NeMo Instruct?

Key differences include LLM Stats Score (47.1 vs -5.3), context window (256K vs 131K), input pricing ($0.30 vs $0.02/M), multimodal support (yes vs no), licensing (Proprietary vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes Inkling 2 Small and Mistral NeMo Instruct?

Inkling 2 Small is developed by Thinking Machines Lab and Mistral NeMo Instruct is developed by Mistral AI.