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Compare / head-to-head

Phi-4 Multimodal InstructvsQwen3.8-Max

Phi-4 Multimodal Instruct and Qwen3.8-Max do not yet share a public benchmark, so quality cannot be compared apples-to-apples. Qwen3.8-Max has the larger context window (1M tokens).

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

Shared benchmarks
0
no overlap yet
Cheaper per token
list price, input + output
Larger context
Qwen3.8-Max
1M tokens
Provider uptime (30d)
— · —
Microsoft · Qwen
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
Qwen3.8-Max
Qwen · released 2026-08-02
textvision
Context
1M
Max out
131K
Input /1M
$1.65
Output /1M
$4.95
Cached /1M
Scores
9 · 7 core
Quality

Benchmark matrix

BenchmarkPhi-4 Multimodal InstructQwen3.8-MaxΔEdge
Reported by both · 0
No public benchmark is reported for both models yet.
Only Phi-4 Multimodal Instruct reports · 19
AI2D82.3% not reported
BLINK61.3% not reported
ChartQA81.4% not reported
DocVQA93.2% not reported
InfoVQA72.7% not reported
InterGPS48.6% not reported
MathVista testmini62.4% not reported
MMBench (dev-en)86.7% not reported
MMMU55.1% not reported
MMMU-Pro (standard/vision)38.5% not reported
OCRBench84.4% not reported
POPE85.6% not reported
ScienceQA Visual97.5% not reported
Speech AI2D68.9% not reported
Speech ChartQA69% not reported
Speech DocVQA87.3% not reported
Speech InfoVQA63.7% not reported
TextVQA (val)75.6% not reported
Video-MME (16 frames)55% not reported
Only Qwen3.8-Max reports · 8
GPQA Diamondnot reported92.6%
LMArena Elonot reported1480.6
FrontierMath Tier 4 v2 (Epoch AI run)not reported46.3% epoch
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported74.7% epoch
OTIS Mock AIME 2024-2025 (Epoch AI run)not reported99.4% epoch
SimpleQA Verifiednot reported45.8% epoch
SWE-Bench Pronot reported67.7%
Terminal-Bench 2.1not reported86.6%
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 Phi-4 Multimodal Instruct minus Qwen3.8-Max 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

SpecPhi-4 Multimodal InstructQwen3.8-MaxEdge
Context window128K tokens1M tokensQwen3.8-Max
Max output4K tokens131K tokensQwen3.8-Max
Input price / 1M$1.65
Output price / 1M$4.95
Cached input / 1M
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$6.6
Modalitiestext · vision · audiotext · visionPhi-4 Multimodal Instruct
Released2025-02-262026-08-02
Cited benchmark scores199
Reliability

Provider status

All providers
More matchups

Phi-4 Multimodal Instruct vs …

More matchups

Qwen3.8-Max vs …

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Which one wins on your data?

Public benchmarks are a starting point. Run Phi-4 Multimodal Instruct and Qwen3.8-Max on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.