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Solar Open 2 250B-A15BvsStep 3.7 Flash

Step 3.7 Flash leads 2 of 3 shared benchmarks. Solar Open 2 250B-A15B has the larger context window (1M tokens).

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

Shared benchmarks
1 – 2
Step 3.7 Flash leads
Cheaper per token
list price, input + output
Larger context
Solar Open 2 250B-A15B
1M tokens
Provider uptime (30d)
— · —
Upstage · StepFun
Solar Open 2 250B-A15B
Upstage · released 2026-07-24
text
Context
1M
Max out
Input /1M
Output /1M
Cached /1M
Scores
16 · 5 core
Step 3.7 Flash
StepFun · released 2026-05-29
textvision
Context
256K
Max out
Input /1M
Output /1M
Cached /1M
Scores
19 · 6 core
Quality

Benchmark matrix

BenchmarkSolar Open 2 250B-A15BStep 3.7 FlashΔEdge
Reported by both · 3
SWE-bench Verified70.4% 76.5% -6.1 ptStep 3.7 Flash
AIME 202695.7% 95% matharena+0.7 ptSolar Open 2 250B-A15B
AA-LCR62.3% 63.9% -1.6 ptStep 3.7 Flash
Only Solar Open 2 250B-A15B reports · 13
GPQA Diamond86.3% not reported
MMLU-Pro86.2% not reported
Humanity's Last Exam (no tools)28.8% not reported
APEX-Agents16.6% not reported
ArtifactsBench55.9% not reported
GDPval-AA v21128 not reported
HMMT 2026-0293.9% not reported
IFBench80% not reported
LiveCodeBench v692.4% not reported
MCP Atlas58.2% not reported
Multi-Challenge61% not reported
Tau3-Bench (banking)19.6% not reported
Terminal Bench Hard28.3% not reported
Only Step 3.7 Flash reports · 16
BrowseCompnot reported75.8%
ClawEval v1.1not reported67.1%
DeepSearchQA Accuracynot reported81.7%
DeepSearchQA F1not reported92.8%
GDPval-Stirrupnot reported1415.8
GDPval-Stirrup Intelligence Indexnot reported45.8
HLE (with tools, text-only)not reported49.7%
HLE (with tools)not reported47.2%
ResearchRubricsnot reported71.7%
SimpleVQA (with tools)not reported79.2%
SWE-bench Multilingualnot reported72.4%
SWE-bench Pronot reported56.3%
Terminal-Bench 2.1not reported59.6%
Toolathlonnot reported49.5%
V* (with Python)not reported95.3%
WorldVQA (with visual search)not reported58.1%
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 Solar Open 2 250B-A15B minus Step 3.7 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

SpecSolar Open 2 250B-A15BStep 3.7 FlashEdge
Context window1M tokens256K tokensSolar Open 2 250B-A15B
Max output
Input price / 1M
Output price / 1M
Cached input / 1M
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
Modalitiestexttext · visionStep 3.7 Flash
Released2026-07-242026-05-29
Cited benchmark scores1619
Reliability

Provider status

All providers
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