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Compare / head-to-head

Ministral 3 8BvsStep 3.5 Flash

Step 3.5 Flash leads 1 of 1 shared benchmark. Both offer a 256K-token context window.

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

Shared benchmarks
0 – 1
Step 3.5 Flash leads
Cheaper per token
list price, input + output
Larger context
Tie
both 256K tokens
Provider uptime (30d)
100% · —
Mistral AI · StepFun
Ministral 3 8B
Mistral AI · released 2025-12-02
textvision
Context
256K
Max out
Input /1M
$0.15
Output /1M
$0.15
Cached /1M
$0.015
Scores
3 · 2 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

BenchmarkMinistral 3 8BStep 3.5 FlashΔEdge
Reported by both · 1
AIME 202578.7% 97.3% -18.6 ptStep 3.5 Flash
Only Ministral 3 8B reports · 2
GPQA Diamond66.8% not reported
LiveCodeBench61.6% not reported
Only Step 3.5 Flash reports · 16
SWE-bench Verifiednot reported74.4%
AIME 2026not reported96.7% matharena
LMArena Elonot reported1403.7
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%
Terminal-Bench 2.0not reported51%
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 Ministral 3 8B 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

SpecMinistral 3 8BStep 3.5 FlashEdge
Context window256K tokens256K tokensTie
Max output
Input price / 1M$0.15
Output price / 1M$0.15
Cached input / 1M$0.015
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$0.3
Modalitiestext · visiontextMinistral 3 8B
Released2025-12-022026-02-12
Cited benchmark scores318
Reliability

Provider status

All providers
More matchups

Step 3.5 Flash vs …

Built by Respan
Which one wins on your data?

Public benchmarks are a starting point. Run Ministral 3 8B and Step 3.5 Flash on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.