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GLM-5vsStep 3.5 Flash

GLM-5 leads 3 of 5 shared benchmarks. Step 3.5 Flash has the larger context window (256K tokens).

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

Shared benchmarks
3 – 1
GLM-5 leads · 1 tied
Cheaper per token
list price, input + output
Larger context
Step 3.5 Flash
256K tokens
Provider uptime (30d)
— · —
Z.ai · StepFun
GLM-5
Z.ai
text
Context
200K
Max out
131K
Input /1M
$1
Output /1M
$3.2
Cached /1M
$0.2
Scores
8 · 7 core
Step 3.5 Flash
StepFun · released 2026-02-12
text
Context
256K
Max out
Input /1M
Output /1M
Cached /1M
Scores
18 · 5 core
Quality

Benchmark matrix

BenchmarkGLM-5Step 3.5 FlashΔEdge
Reported by both · 5
SWE-bench Verified77.8% 74.4% +3.4 ptGLM-5
AIME 202596.7% matharena97.3% -0.6 ptStep 3.5 Flash
AIME 202696.7% matharena96.7% matharena0Tie
LMArena Elo1446.3 1403.7 +42.6GLM-5
Terminal-Bench 2.056.2% 51% +5.2 ptGLM-5
Only GLM-5 reports · 3
GPQA Diamond87.8% epochnot reported
OTIS Mock AIME 2024-2025 (Epoch AI run)80% epochnot reported
SWE-bench Verified (Epoch AI run)72.1% epochnot reported
Only Step 3.5 Flash reports · 12
BrowseCompnot reported51.6%
BrowseComp (with context manager)not reported69%
BrowseComp-ZHnot reported66.9%
BrowseComp-ZH (with context manager)not reported73.7%
GAIA (no file)not reported84.5%
HMMT 2025 (Feb/Nov average)not reported96.2%
IMOAnswerBenchnot reported85.4%
LiveCodeBench v6not reported86.4%
ResearchRubricsnot reported65.3%
Tau2-Benchnot reported88.2%
xbench-DeepSearch 2025.05not reported83.7%
xbench-DeepSearch 2025.10not reported56.3%
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-5 minus Step 3.5 Flash 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-5Step 3.5 FlashEdge
Context window200K tokens256K tokensStep 3.5 Flash
Max output131K tokens
Input price / 1M$1
Output price / 1M$3.2
Cached input / 1M$0.2
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$4.2
ModalitiestexttextTie
Released2026-02-12
Cited benchmark scores818
Reliability

Provider status

All providers
More matchups

Step 3.5 Flash vs …

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