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Compare / head-to-head

Gemini 3.5 FlashvsPhi-4 Multimodal Instruct

Gemini 3.5 Flash and Phi-4 Multimodal Instruct do not yet share a public benchmark, so quality cannot be compared apples-to-apples. Gemini 3.5 Flash has the larger context window (1.0M 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
Gemini 3.5 Flash
1.0M tokens
Provider uptime (30d)
100% · —
Google · Microsoft
Gemini 3.5 Flash
Google · released 2026-05-19
textvisionaudio
Context
1.0M
Max out
66K
Input /1M
$1.5
Output /1M
$9
Cached /1M
$0.15
Scores
15 · 9 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

BenchmarkGemini 3.5 FlashPhi-4 Multimodal InstructΔEdge
Reported by both · 0
No public benchmark is reported for both models yet.
Only Gemini 3.5 Flash reports · 15
GPQA Diamond92.8% epochnot reported
AIME 202695% matharenanot reported
ARC-AGI-272.1% not reported
FrontierMath Tier 4 v2 (Epoch AI run)26.8% epochnot reported
FrontierMath Tiers 1-3 v2 (Epoch AI run)62.8% epochnot reported
GDPVal-AA1656 not reported
Humanity's Last Exam (full set, text + MM)40.2% not reported
MCP Atlas83.6% not reported
MMMU-Pro83.6% not reported
OSWorld-Verified78.4% not reported
OTIS Mock AIME 2024-2025 (Epoch AI run)95.6% epochnot reported
SimpleQA Verified66.2% epochnot reported
SWE-Bench Pro (Public)55.1% not reported
SWE-bench Verified (Epoch AI run)79.3% epochnot reported
Terminal-bench 2.176.2% not reported
Only Phi-4 Multimodal Instruct reports · 19
AI2Dnot reported82.3%
BLINKnot reported61.3%
ChartQAnot reported81.4%
DocVQAnot reported93.2%
InfoVQAnot reported72.7%
InterGPSnot reported48.6%
MathVista testmininot reported62.4%
MMBench (dev-en)not reported86.7%
MMMUnot reported55.1%
MMMU-Pro (standard/vision)not reported38.5%
OCRBenchnot reported84.4%
POPEnot reported85.6%
ScienceQA Visualnot reported97.5%
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 Gemini 3.5 Flash 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

SpecGemini 3.5 FlashPhi-4 Multimodal InstructEdge
Context window1.0M tokens128K tokensGemini 3.5 Flash
Max output66K tokens4K tokensGemini 3.5 Flash
Input price / 1M$1.5
Output price / 1M$9
Cached input / 1M$0.15
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$10.5
Modalitiestext · vision · audiotext · vision · audioTie
Released2026-05-192025-02-26
Cited benchmark scores1519
Reliability

Provider status

All providers
More matchups

Gemini 3.5 Flash vs …

More matchups

Phi-4 Multimodal Instruct vs …

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Which one wins on your data?

Public benchmarks are a starting point. Run Gemini 3.5 Flash and Phi-4 Multimodal Instruct on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.