Cohere model product
North Micro Vision
4B) with native-resolution image support for VQA, captioning, grounding, OCR, charts, and documents.
Updated Aug 17, 2026. Default version: North Micro Vision Instruct
LLMBoard Score0.0North Micro Vision Instruct
Coverage40%19 benchmark families
Context windowN/ATokens
Official input priceN/AOfficial price unavailable
North Micro Vision Capability Profile
This profile uses the model's current scored version. Arena ratings and prices are shown separately.
North Micro Vision Benchmark Results
Benchmark scores for North Micro Vision Instruct.
Sort by
Benchmark | Score | Rank | Participants | Percentile | Evidence | Evaluated |
|---|
| BenchmarkCountBench | Score0.725 points | Rank07 | Participants7 | Percentile0.0% | EvidenceC | Evaluated |
| BenchmarkInfoVQA | Score65.2% | Rank08 | Participants10 | Percentile22.2% | EvidenceC | Evaluated |
| BenchmarkRefCOCO-avg | Score0.732 points | Rank09 | Participants9 | Percentile0.0% | EvidenceC | Evaluated |
| BenchmarkHallusion Bench | Score61.5% | Rank12 | Participants18 | Percentile35.3% | EvidenceC | Evaluated |
| BenchmarkMMMU (val) | Score32.9% | Rank13 | Participants13 | Percentile0.0% | EvidenceC | Evaluated |
| BenchmarkOCRBench-V2 (en) | Score36.7% | Rank14 | Participants14 | Percentile0.0% | EvidenceC | Evaluated |
| BenchmarkBLINK | Score52.7% | Rank15 | Participants15 | Percentile0.0% | EvidenceC | Evaluated |
| BenchmarkCharXiv-D | Score60.0% | Rank17 | Participants17 | Percentile0.0% | EvidenceC | Evaluated |
| BenchmarkDocVQA | Score92.1% | Rank18 | Participants28 | Percentile37.0% | EvidenceC | Evaluated |
| BenchmarkMMBench-V1.1 | Score68.7% | Rank19 | Participants20 | Percentile5.3% | EvidenceC | Evaluated |
| BenchmarkChartQA | Score80.8% | Rank22 | Participants26 | Percentile16.0% | EvidenceC | Evaluated |
| BenchmarkMMStar | Score51.8% | Rank23 | Participants24 | Percentile4.3% | EvidenceC | Evaluated |
| BenchmarkMulti-IF | Score37.3% | Rank23 | Participants23 | Percentile0.0% | EvidenceC | Evaluated |
| BenchmarkOCRBench | Score79.2% | Rank24 | Participants24 | Percentile0.0% | EvidenceC | Evaluated |
| BenchmarkRealWorldQA | Score62.2% | Rank29 | Participants29 | Percentile0.0% | EvidenceC | Evaluated |
| BenchmarkAI2D | Score77.5% | Rank31 | Participants33 | Percentile6.3% | EvidenceC | Evaluated |
| BenchmarkIFEval | Score74.9% | Rank59 | Participants67 | Percentile12.1% | EvidenceC | Evaluated |
| BenchmarkMMLU | Score50.4% | Rank100 | Participants101 | Percentile1.0% | EvidenceC | Evaluated |
| BenchmarkMMLU-Pro | Score30.7% | Rank132 | Participants134 | Percentile1.5% | EvidenceC | Evaluated |
North Micro Vision Arena Results
Preference and agent-evaluation results for the default version.
No Arena results
The default version does not have a matching Arena result yet.
North Micro Vision Pricing
Official vendor API pricing appears first, followed by individual provider offers.
- Official API
- N/A
- Official provider
- N/A
- Lowest third-party
- N/A
- Tracked offerings
- 0
No provider prices
The default version has no current input or output token prices.
Official prices use only the vendor's configured official Provider and positive standard USD PAYG rates. Third-party offers remain explicitly labeled.
North Micro Vision Runtime Performance
Provider-specific output speed and catalog latency for North Micro Vision Instruct. Runtime does not affect the capability score.
No runtime data
Browse runtime rankingsNo provider-specific speed or latency record is linked to the default version yet.
Output Speed is generated output tokens received per second. Catalog latency is reported separately from observed provider TTFT.
North Micro Vision Specifications
Technical details for the model's default version.
- Version
- North Micro Vision Instruct
- Released
- Aug 12, 2026
- Knowledge cutoff
- Unknown
- Parameters
- 2.4B
- Context window
- N/A
- Max output
- N/A
- Inputs
- image, text
- Outputs
- text
- Open weights
- No
- License
- Apache 2.0
North Micro Vision Versions
Available versions of this model. The score column identifies the version used in the overall ranking.
Sort by
Version | Released | LLMBoard | Parameters | Context | Max output | Open weights | License |
|---|
| VersionNorth Micro Vision Instruct | Released | LLMBoard0.0 | Parameters2.4B | ContextN/A | Max outputN/A | Open weightsNo | LicenseApache 2.0 |
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What is North Micro Vision?
Key information about North Micro Vision and its available data.
4B) with native-resolution image support for VQA, captioning, grounding, OCR, charts, and documents. Custom 400M SigLIP 2-based vision encoder + 2B North Micro LLM backbone (Command A+ style). Multilingual and multi-image. LM context 128K; multimodal training validated to 8K. Not a reasoning/tool-calling model.
Intended for prototyping and fine-tuning.
Data as of 2026-08-17.
FAQ
Common questions about North Micro Vision.
When was North Micro Vision released?
North Micro Vision's default version was released on Aug 12, 2026.
How much does North Micro Vision cost?
No official standard PAYG price is currently available for North Micro Vision.
Who created North Micro Vision?
North Micro Vision was created by Cohere.
What is the context window for North Micro Vision?
A context window is not available for the default version.
Is North Micro Vision open weight?
No. The default version is not marked as having publicly available weights.
How many API providers offer North Micro Vision?
No provider offering is currently linked to the default version.
What models should I compare North Micro Vision with?
Nearby ranked alternatives include Gemma 3n E2B, Mistral NeMo, Llama 3.2 3B.