Microsoft model product
8B-parameter language model from Microsoft with a 128K-token context window and support for over 20 languages.
Updated Sep 8, 2026. Default version: Phi-3.5-mini-instruct
This profile uses the model's current scored version. Arena ratings and prices are shown separately.
Benchmark scores for Phi-3.5-mini-instruct.
Benchmark | Score | Rank | Participants | Percentile | Evidence | Evaluated |
|---|
| BenchmarkQasper | Score41.90% | Rank01 | Participants2 | Percentile100.00% | EvidenceC | Evaluated |
| BenchmarkQMSum | Score21.30% | Rank01 | Participants2 | Percentile100.00% | EvidenceC | Evaluated |
| BenchmarkSQuALITY | Score24.30% | Rank01 | Participants5 | Percentile100.00% | EvidenceC | Evaluated |
| BenchmarkGovReport | Score25.90% | Rank02 | Participants2 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkMEGA MLQA | Score61.70% | Rank02 | Participants2 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkMEGA TyDi QA | Score62.20% | Rank02 | Participants2 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkMEGA UDPOS | Score46.50% | Rank02 | Participants2 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkMEGA XCOPA | Score63.10% | Rank02 | Participants2 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkMEGA XStoryCloze | Score73.50% | Rank02 | Participants2 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkOpenBookQA | Score79.20% | Rank02 | Participants5 | Percentile75.00% | EvidenceC | Evaluated |
| BenchmarkRepoQA | Score77.00% | Rank02 | Participants2 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkSocial IQa | Score74.70% | Rank02 | Participants9 | Percentile87.50% | EvidenceC | Evaluated |
| BenchmarkSummScreenFD | Score16.00% | Rank02 | Participants2 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkRULER | Score84.10% | Rank04 | Participants4 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkTruthfulQA | Score64.00% | Rank05 | Participants18 | Percentile76.47% | EvidenceC | Evaluated |
| BenchmarkPIQA | Score81.00% | Rank07 | Participants11 | Percentile40.00% | EvidenceC | Evaluated |
| BenchmarkBoolQ | Score78.00% | Rank08 | Participants10 | Percentile22.22% | EvidenceC | Evaluated |
| BenchmarkARC-C | Score84.60% | Rank14 | Participants34 | Percentile60.61% | EvidenceC | Evaluated |
| BenchmarkBIG-Bench Hard | Score69.00% | Rank15 | Participants21 | Percentile30.00% | EvidenceC | Evaluated |
| BenchmarkWinogrande | Score68.50% | Rank18 | Participants22 | Percentile19.05% | EvidenceC | Evaluated |
| BenchmarkArena Hard | Score37.00% | Rank23 | Participants26 | Percentile12.00% | EvidenceC | Evaluated |
| BenchmarkMBPP | Score69.60% | Rank23 | Participants33 | Percentile31.25% | EvidenceC | Evaluated |
| BenchmarkHellaSwag | Score69.40% | Rank25 | Participants27 | Percentile7.69% | EvidenceC | Evaluated |
| BenchmarkMGSM | Score47.90% | Rank31 | Participants31 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkGSM8k | Score86.20% | Rank35 | Participants48 | Percentile27.66% | EvidenceC | Evaluated |
| BenchmarkMMMLU | Score55.40% | Rank48 | Participants49 | Percentile2.08% | EvidenceC | Evaluated |
| BenchmarkMATH | Score48.50% | Rank57 | Participants71 | Percentile20.00% | EvidenceC | Evaluated |
| BenchmarkHumanEval | Score62.80% | Rank62 | Participants66 | Percentile6.15% | EvidenceC | Evaluated |
| BenchmarkMMLU | Score69.00% | Rank87 | Participants101 | Percentile14.00% | EvidenceC | Evaluated |
| BenchmarkMMLU-Pro | Score47.40% | Rank125 | Participants138 | Percentile9.49% | EvidenceC | Evaluated |
Preference and agent-evaluation results for the default version.
The default version does not have a matching Arena result yet.
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-mini-instruct. Runtime does not affect the capability score.
Provider | Output Speed | Catalog Latency | Max Input | Max Output | Updated |
|---|
| ProviderAzure | Output Speed23.00 tok/s | Catalog Latency0.52 s | Max Input128K | Max Output128K | Updated |
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-mini-instruct | Released | LLMBoard0.00 | Parameters3.8B | Context128K | Max output128K | Open weightsYes | LicenseMIT |
Recommendations prioritize the same model type and family, then the closest LLMBoard score.
Key information about Phi 3.5 mini and its available data.
8B-parameter model from Microsoft that supports up to 128K context tokens and multilingual use across over 20 languages. It was additionally trained and safety post-trained for instruction-following, reasoning, math, and code generation, and is released under the MIT license.
Data as of 2026-09-08.
Common questions about Phi 3.5 mini.
Phi 3.5 mini's default version was released on Aug 23, 2024.
No official standard PAYG price is currently available for Phi 3.5 mini.
Phi 3.5 mini was created by Microsoft.
The default version has a 128K token context window.
Yes. The default version is marked as open weight under MIT.
No provider offering is currently linked to the default version.