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MiMo-V2.5vsPhi-4 Multimodal Instruct

MiMo-V2.5 and Phi-4 Multimodal Instruct split their 5 shared benchmarks evenly. MiMo-V2.5 has the larger context window (1M tokens).

Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.

Shared benchmarks
0 – 0
even split
Cheaper per token
list price, input + output
Larger context
MiMo-V2.5
1M tokens
Provider uptime (30d)
— · —
Xiaomi MiMo · Microsoft
MiMo-V2.5
Xiaomi MiMo
textvision
Context
1M
Max out
Input /1M
Output /1M
Cached /1M
Scores
7 · 1 core
Phi-4 Multimodal Instruct
Microsoft · released 2025-02-26
textvisionaudio
Context
128K
Max out
4K
Input /1M
Output /1M
Cached /1M
Scores
19 · 0 core
Quality

Benchmark matrix

BenchmarkMiMo-V2.5Phi-4 Multimodal InstructΔEdge
Reported by both · 5
ChartQA81.4% 81.4% 0Tie
DocVQA93.2% 93.2% 0Tie
InfoVQA72.7% 72.7% 0Tie
MMMU55.1% 55.1% 0Tie
ScienceQA Visual97.5% 97.5% 0Tie
Only MiMo-V2.5 reports · 2
LMArena Elo1427.4 not reported
MMMU-Pro38.5% not reported
Only Phi-4 Multimodal Instruct reports · 14
AI2Dnot reported82.3%
BLINKnot reported61.3%
InterGPSnot reported48.6%
MathVista testmininot reported62.4%
MMBench (dev-en)not reported86.7%
MMMU-Pro (standard/vision)not reported38.5%
OCRBenchnot reported84.4%
POPEnot reported85.6%
Speech AI2Dnot reported68.9%
Speech ChartQAnot reported69%
Speech DocVQAnot reported87.3%
Speech InfoVQAnot reported63.7%
TextVQA (val)not reported75.6%
Video-MME (16 frames)not reported55%
Scores tagged "epoch" or "matharena" are independent runs, used only where the lab has not published its own; ⚠ marks rows MathArena flags as released after the competition. Higher is better on every row. Δ is MiMo-V2.5 minus Phi-4 Multimodal Instruct in the benchmark's own unit. "Not reported" means the lab has not published that figure; it is not a zero. ↗ opens the source.
Specs & pricing

Side by side

SpecMiMo-V2.5Phi-4 Multimodal InstructEdge
Context window1M tokens128K tokensMiMo-V2.5
Max output4K tokens
Input price / 1M
Output price / 1M
Cached input / 1M
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
Modalitiestext · visiontext · vision · audioPhi-4 Multimodal Instruct
Released2025-02-26
Cited benchmark scores719
Reliability

Provider status

All providers
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Which one wins on your data?

Public benchmarks are a starting point. Run MiMo-V2.5 and Phi-4 Multimodal Instruct on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.