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Compare / head-to-head

GLM-4.7vsPhi-4 Multimodal Instruct

GLM-4.7 and Phi-4 Multimodal Instruct do not yet share a public benchmark, so quality cannot be compared apples-to-apples. GLM-4.7 has the larger context window (200K 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
GLM-4.7
200K tokens
Provider uptime (30d)
— · —
Z.ai · Microsoft
GLM-4.7
Z.ai · released 2025-12-22
text
Context
200K
Max out
131K
Input /1M
$0.6
Output /1M
$2.2
Cached /1M
$0.11
Scores
4 · 4 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

BenchmarkGLM-4.7Phi-4 Multimodal InstructΔEdge
Reported by both · 0
No public benchmark is reported for both models yet.
Only GLM-4.7 reports · 4
GPQA Diamond83.3% epochnot reported
LMArena Elo1435.9 not reported
OTIS Mock AIME 2024-2025 (Epoch AI run)83.3% epochnot reported
SimpleQA Verified32.2% epochnot 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 GLM-4.7 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

SpecGLM-4.7Phi-4 Multimodal InstructEdge
Context window200K tokens128K tokensGLM-4.7
Max output131K tokens4K tokensGLM-4.7
Input price / 1M$0.6
Output price / 1M$2.2
Cached input / 1M$0.11
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$2.8
Modalitiestexttext · vision · audioPhi-4 Multimodal Instruct
Released2025-12-222025-02-26
Cited benchmark scores419
Reliability

Provider status

All providers
More matchups

Phi-4 Multimodal Instruct vs …

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Which one wins on your data?

Public benchmarks are a starting point. Run GLM-4.7 and Phi-4 Multimodal Instruct on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.