Microsoft model product
2B-parameter open multimodal model with up to 128K context tokens.
Updated Aug 17, 2026. Default version: Phi-3.5-vision-instruct
This profile uses the model's current scored version. Arena ratings and prices are shown separately.
Benchmark scores for Phi-3.5-vision-instruct.
Benchmark | Score | Rank | Participants | Percentile | Evidence | Evaluated |
|---|
| BenchmarkScienceQA | Score91.3% | Rank01 | Participants1 | Percentile100.0% | EvidenceC | Evaluated |
| BenchmarkInterGPS | Score36.3% | Rank02 | Participants2 | Percentile0.0% | EvidenceC | Evaluated |
| BenchmarkPOPE | Score86.1% | Rank02 | Participants3 | Percentile50.0% | EvidenceC | Evaluated |
| BenchmarkMMBench | Score81.9% | Rank06 | Participants9 | Percentile37.5% | EvidenceC | Evaluated |
| BenchmarkTextVQA | Score72.0% | Rank13 | Participants16 | Percentile20.0% | EvidenceC | Evaluated |
| BenchmarkChartQA | Score81.8% | Rank17 | Participants26 | Percentile36.0% | EvidenceC | Evaluated |
| BenchmarkAI2D | Score78.1% | Rank30 | Participants33 | Percentile9.4% | EvidenceC | Evaluated |
| BenchmarkMathVista | Score43.9% | Rank38 | Participants39 | Percentile2.6% | EvidenceC | Evaluated |
| BenchmarkMMMU | Score43.0% | Rank61 | Participants63 | Percentile3.2% | EvidenceC | Evaluated |
Preference and agent-evaluation results for the default version.
Arena | Category | Rank | Rating / score | Votes | Observations | Result date |
|---|
| Arenavision | Categoryoverall | Rank144 | Rating / score851.6 | Votes2,592 | ObservationsN/A | Result date |
| Arenavision style control | Categoryoverall | Rank144 | Rating / score920.8 | Votes2,592 | ObservationsN/A | Result date |
Official vendor API pricing appears first, followed by individual provider offers.
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.
Provider-specific output speed and catalog latency for Phi-3.5-vision-instruct. Runtime does not affect the capability score.
No 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.
Technical details for the model's default version.
Available versions of this model. The score column identifies the version used in the overall ranking.
Version | Released | LLMBoard | Parameters | Context | Max output | Open weights | License |
|---|
| VersionPhi-3.5-vision-instruct | Released | LLMBoard0.0 | Parameters4.2B | ContextN/A | Max outputN/A | Open weightsNo | LicenseMIT |
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Key information about Phi 3.5 vision and its available data.
2B-parameter open multimodal model with up to 128K context tokens. It emphasizes multi-frame image understanding and reasoning, boosting performance on single-image benchmarks while enabling multi-image comparison, summarization, and even video analysis.
The model underwent safety post-training for improved instruction-following, alignment, and robust handling of visual and text inputs, and is released under the MIT license.
Data as of 2026-08-17.
Common questions about Phi 3.5 vision.
Phi 3.5 vision's default version was released on Aug 23, 2024.
No official standard PAYG price is currently available for Phi 3.5 vision.
Phi 3.5 vision was created by Microsoft.
A context window is not available for the default version.
No. The default version is not marked as having publicly available weights.
No provider offering is currently linked to the default version.
Nearby ranked alternatives include Mistral NeMo, Llama 3.2 3B, North Micro Vision.