Inkling 2 Small vs Nova Micro
Inkling 2 Small leads the LLM Stats Score 47.1 to 1.9. Nova Micro is 8.3x cheaper per token.
Thinking Machines Lab · Amazon · Updated for 2026
Which is better?
Inkling 2 Small leads the overall LLM Stats Score 47.1 to 1.9, ranking #41 overall.
In the 1 individual benchmarks reported for both models, Inkling 2 Small wins 1; this is a narrower head-to-head signal than the composite indexes.
On price, Nova Micro is roughly 8.3x 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 and coding — it leads those capability indexes
- you value its reported benchmark strengths — it wins 1 of 1 exact shared results
- you process long inputs — it offers a 256,000 token context window
- you want the most recent training data — it shipped Nov 2026
Choose Nova Micro
- cost matters — it's about 8.3x cheaper per token
At a glance
The differences that matter most.
Individual benchmarks
11 reported for Inkling 2 Small · 17 for Nova Micro
Inkling 2 Small outperforms in 1 benchmarks (GPQA), while Nova Micro is better at 0 benchmarks.
Inkling 2 Small significantly outperforms across most benchmarks.
Human preference
Blind head-to-head votes and playground preference scores
Pricing Analysis
Price comparison per million tokens
For input processing, Inkling 2 Small ($0.30/1M tokens) is 10.0x more expensive than Nova Micro ($0.03/1M tokens).
For output processing, Inkling 2 Small ($1.00/1M tokens) is 7.1x more expensive than Nova Micro ($0.14/1M tokens).
In conclusion, Inkling 2 Small is more expensive than Nova Micro.*
* Using a 3:1 ratio of input to output tokens
Context Window
Maximum input and output token capacity
Inkling 2 Small accepts 256,000 input tokens compared to Nova Micro's 128,000 tokens. Only Nova Micro specifies output context (128,000 tokens).
Input capabilities
Documented input modalities across available providers
Inkling 2 Small supports multimodal inputs, whereas Nova Micro 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
Nova Micro
License
Usage and distribution terms
Both models are licensed under proprietary licenses.
Both models have usage restrictions defined by their respective organizations.
Proprietary
Closed source
Proprietary
Closed source
Release Timeline
When each model was launched
Inkling 2 Small was released on 2026-11-05, while Nova Micro was released on 2024-11-20.
Inkling 2 Small is 24 months newer than Nova Micro.
Nov 5, 2026
4 days ago
2.0yr newerNov 20, 2024
2.0 years ago
Knowledge Cutoff
When training data ends
Neither model specifies a knowledge cutoff date.
Unable to compare the recency of their training data.
Provider Availability
Inkling 2 Small is available from Thinking Machines Lab. Nova Micro is available from Bedrock.
Inkling 2 Small
Nova Micro
Outputs Comparison
Judge for yourself.
Run your own prompts against Inkling 2 Small and Nova Micro side-by-side, then vote on the output you prefer.
FAQ
Common questions about Inkling 2 Small vs Nova Micro.