Released: 2025-02-28

Phi-4-multimodal

Unified omni-model ingesting vision, speech audio, and text simultaneously for multimodal interactive tasks.

Intelligence Index
80.5/ 100
Calibrated multi-domain composite
Throughput Speed
140tok/sec
Output streaming throughput
Time To First Token
220ms
Initial chunk server latency
LiveBench Contam-Free
72.0%
September 2026 suite score

Sourced Benchmark Evaluations (61)

Verified performance across authoritative benchmarks with provenance tracking.
BenchmarkStatusScoreTrustDateSource TypeProvenance
ARC-AGI-3Active53%
93
2025-04-04independentSource ↗
ARC-AGI-2Nearing Saturation63.6%
75
2025-03-28independentSource ↗
FrontierMathActive22.7%
98
2025-03-25independentSource ↗
PutnamBenchActive42.1%
90
2025-03-24independentSource ↗
SWE-LancerDeprecated50.3%
20
2025-03-22independentSource ↗
Omni-MATHDeprecated59.9%
10
2025-03-22independentSource ↗
SoohakActive61.6%
98
2025-03-20independentSource ↗
FrontierCodeActive42.9%
98
2025-03-20independentSource ↗
Humanity's Last ExamActive35.9%
93
2025-03-18independentSource ↗
StructFlowBenchNearing Saturation63%
75
2025-03-18independentSource ↗
AIMENearing Saturation77%
75
2025-03-18independentSource ↗
OlympiadBenchActive66.4%
80
2025-03-17independentSource ↗
MathArenaActive64.8%
99
2025-03-16independentSource ↗
FireBenchActive62.2%
95
2025-03-16independentSource ↗
Terminal-BenchActive51.8%
80
2025-03-16independentSource ↗
OpenAI-MRCRActive67.6%
80
2025-03-15independentSource ↗
SimpleQAActive41.9%
90
2025-03-15independentSource ↗
CodeContestsDeprecated48.1%
10
2025-03-15independentSource ↗
ComplexBenchNearing Saturation60.7%
80
2025-03-14independentSource ↗
SWE-bench ProActive45.9%
90
2025-03-14independentSource ↗
LongBench-ProActive66%
80
2025-03-14independentSource ↗
ZeroSCROLLSNearing Saturation64.4%
78
2025-03-13independentSource ↗
MultiPL-EDeprecated68.1%
10
2025-03-13independentSource ↗
LiveCodeBenchSaturated60.7%
39
2025-03-12independentSource ↗
AgentIFNearing Saturation50.4%
80
2025-03-12independentSource ↗
MATHSaturated79.4%
25
2025-03-12independentSource ↗
InfiniteBenchNearing Saturation68.4%
65
2025-03-12independentSource ↗
MercuryDeprecated65.1%
10
2025-03-11independentSource ↗
SCROLLSNearing Saturation64.4%
65
2025-03-11independentSource ↗
MMLU-ProNearing Saturation74.1%
75
2025-03-11independentSource ↗
RULERNearing Saturation74.1%
84
2025-03-10independentSource ↗
TabMWPSaturated74.5%
25
2025-03-10independentSource ↗
CyberSecEvalDeprecated66.6%
10
2025-03-10independentSource ↗
SWE-bench VerifiedSaturated57.7%
25
2025-03-09independentSource ↗
MMLU-ReduxSaturated78.9%
25
2025-03-09independentSource ↗
QuALITYNearing Saturation70.8%
78
2025-03-09independentSource ↗
LongBenchNearing Saturation69.2%
65
2025-03-08independentSource ↗
SWE-benchDeprecated50.3%
10
2025-03-08independentSource ↗
MGSMNearing Saturation77%
65
2025-03-08independentSource ↗
AGIEvalSaturated70.1%
25
2025-03-07independentSource ↗
QASPERNearing Saturation66.8%
65
2025-03-07independentSource ↗
TruthfulQASaturated70.8%
25
2025-03-07independentSource ↗
GSM-HardDeprecated77.8%
10
2025-03-06independentSource ↗
SuperGLUESaturated83.1%
25
2025-03-06independentSource ↗
CodeXGLUEDeprecated69.6%
23
2025-03-05independentSource ↗
MT-BenchNearing Saturation7.6%
75
2025-03-05independentSource ↗
BIG-Bench HardSaturated79.9%
25
2025-03-05independentSource ↗
WinoGrandeSaturated84.8%
28
2025-03-04independentSource ↗
MBPP+Nearing Saturation75.5%
65
2025-03-04independentSource ↗
IFEvalDeprecated72.6%
25
2025-03-04independentSource ↗
GPQANearing Saturation70.8%
78
2025-03-04independentSource ↗
Needle-in-a-HaystackSaturated96.1%
44
2025-03-03independentSource ↗
HumanEval+Saturated79.9%
25
2025-03-03independentSource ↗
CommonsenseQASaturated85.6%
28
2025-03-03independentSource ↗
MBPPSaturated78.4%
25
2025-03-02independentSource ↗
GSM8KSaturated87.5%
25
2025-03-02independentSource ↗
GLUESaturated88%
28
2025-03-02independentSource ↗
MMLUSaturated82.1%
25
2025-03-01independentSource ↗
HumanEvalSaturated84.4%
25
2025-03-01independentSource ↗
ARC-AGISaturated76.6%
25
2025-03-01independentSource ↗
LiveBench (Continuous)Active72%
94
2025-02-01independentSource ↗
Local Hardware Execution (Ollama)Hardware Compatible
# 1. Pull and execute model locally with Ollama
ollama run phi-4-multimodal

# 2. Or invoke via local OpenAI-compatible endpoint
curl http://localhost:11434/v1/chat/completions \
  -H "Content-Type: application/json" \
  -d '{
    "model": "phi-4-multimodal",
    "messages": [{"role": "user", "content": "Analyze reasoning chains on AIME 2026"}]
  }'

Evaluation & Sourcing Notes

Scores listed for Phi-4-multimodal represent verified evaluations extracted from official research papers, independent evaluation suites (HELM, LMSYS, OpenCompass, LiveBench), and verified audit reports.

All benchmarks marked as saturated or deprecated reflect historical performance where the benchmark no longer provides active discriminative power.