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Inkling vs Nemotron 3.5 Bolt (74B A9B 24GB)

Inkling leads the LLM Stats Score 37.1 to 29.6.

Thinking Machines Lab · NVIDIA · Updated for 2026

Which is better?

Inkling leads the overall LLM Stats Score 37.1 to 29.6, ranking #86 overall.

In the 3 individual benchmarks reported for both models, Inkling wins 3; 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

  • overall performance matters — it scores 37.1 and ranks #86 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 3 of 3 exact shared results

Choose Nemotron 3.5 Bolt (74B A9B 24GB)

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

At a glance

The differences that matter most.

Inkling
Thinking Machines Lab
Nemotron 3.5 Bolt (74B A9B 24GB)
NVIDIA
Core performance indexes
LLM Stats Score
37.1
#86
29.6
#146
Reasoning
36.8
#90
28.9
#146
Coding
26.0
#83
14.4
#154
Agents
19.9
#82
11.9
#127
Cost, coverage & limits
Benchmark wins
3 of 3
0 of 3
Input price
$0.95 / M
— / M
Output price
$4.05 / M
— / M
Context window
524,288
—

Capability indexes

Additional strengths measured across groups of related public benchmarks

2 shared
Index
Inkling
Nemotron 3.5 Bolt (74B A9B 24GB)
Math
28.4#99
23.4#140
Tool use
16.6#95
5.4#169
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

16 reported for Inkling · 10 for Nemotron 3.5 Bolt (74B A9B 24GB)

3 shared

Inkling outperforms in 3 benchmarks (MCP Atlas, Tau3 Banking, Terminal-Bench 2.1), while Nemotron 3.5 Bolt (74B A9B 24GB) is better at 0 benchmarks.

Inkling significantly outperforms across most benchmarks.

Fri Oct 23 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Model Size

Parameter count comparison

901.0B diff

Inkling has 901.0B more parameters than Nemotron 3.5 Bolt (74B A9B 24GB), making it 1217.6% larger.

Thinking Machines Lab
Inkling
975.0Bparameters
NVIDIA
Nemotron 3.5 Bolt (74B A9B 24GB)
74.0Bparameters
975.0B
Inkling
74.0B
Nemotron 3.5 Bolt (74B A9B 24GB)

Context Window

Maximum input and output token capacity

Only Inkling specifies input context (524,288 tokens). Only Inkling specifies output context (524,288 tokens).

Thinking Machines Lab
Inkling
Input524,288 tokens
Output524,288 tokens
NVIDIA
Nemotron 3.5 Bolt (74B A9B 24GB)
Input- tokens
Output- tokens
Fri Oct 23 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Inkling and Nemotron 3.5 Bolt (74B A9B 24GB) support multimodal inputs.

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

Inkling

Text
Images
Audio
Video

Nemotron 3.5 Bolt (74B A9B 24GB)

Text
Images
Audio
Video

License

Usage and distribution terms

Inkling is licensed under Apache 2.0, while Nemotron 3.5 Bolt (74B A9B 24GB) uses OpenMDW License v1.1.

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

Inkling

Apache 2.0

Open weights

Nemotron 3.5 Bolt (74B A9B 24GB)

OpenMDW License v1.1

Open weights

Release Timeline

When each model was launched

Inkling was released on 2026-07-21, while Nemotron 3.5 Bolt (74B A9B 24GB) was released on 2026-10-15.

Nemotron 3.5 Bolt (74B A9B 24GB) is 3 months newer than Inkling.

Inkling

Jul 21, 2026

3 months ago

Nemotron 3.5 Bolt (74B A9B 24GB)

Oct 15, 2026

4 days ago

2mo newer

Knowledge Cutoff

When training data ends

Nemotron 3.5 Bolt (74B A9B 24GB) has a documented knowledge cutoff of 2026-05-01, while Inkling's cutoff date is not specified.

We can confirm Nemotron 3.5 Bolt (74B A9B 24GB)'s training data extends to 2026-05-01, but cannot make a direct comparison without Inkling's cutoff date.

Inkling

—

Nemotron 3.5 Bolt (74B A9B 24GB)

May 2026

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Inkling and Nemotron 3.5 Bolt (74B A9B 24GB) side-by-side, then vote on the output you prefer.

Inkling
✓ Preferred
Nemotron 3.5 Bolt (74B A9B 24GB)
Open in Playground

FAQ

Common questions about Inkling vs Nemotron 3.5 Bolt (74B A9B 24GB).

Which is better, Inkling or Nemotron 3.5 Bolt (74B A9B 24GB)?

Inkling leads the LLM Stats Score 37.1 to 29.6. Inkling is made by Thinking Machines Lab and Nemotron 3.5 Bolt (74B A9B 24GB) is made by NVIDIA. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Inkling compare to Nemotron 3.5 Bolt (74B A9B 24GB) in benchmarks?

Inkling scores AIME 2026: 97.1%, VoiceBench Avg: 91.4%, Global-MMLU-Lite: 88.7%, IFBench: 79.8%, CharXiv-R: 78.1%. Nemotron 3.5 Bolt (74B A9B 24GB) scores PinchBench: 87.8%, GPQA: 86.4%, BrowseComp: 66.8%, AA-LCR: 64.1%, MCP Atlas: 52.2%.

What are the context window sizes for Inkling and Nemotron 3.5 Bolt (74B A9B 24GB)?

Inkling supports 524K tokens and Nemotron 3.5 Bolt (74B A9B 24GB) 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 and Nemotron 3.5 Bolt (74B A9B 24GB)?

Key differences include LLM Stats Score (37.1 vs 29.6), licensing (Apache 2.0 vs OpenMDW License v1.1). See the full comparison above for benchmark-by-benchmark results.

Who makes Inkling and Nemotron 3.5 Bolt (74B A9B 24GB)?

Inkling is developed by Thinking Machines Lab and Nemotron 3.5 Bolt (74B A9B 24GB) is developed by NVIDIA.

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