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Compare / head-to-head

Amazon Nova 2 LitevsStep 3.5 Flash

Step 3.5 Flash leads 1 of 1 shared benchmark. Amazon Nova 2 Lite has the larger context window (1M tokens).

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
Amazon Nova 2 Lite
1M tokens
Provider uptime (30d)
— · —
Amazon · StepFun
Amazon Nova 2 Lite
Amazon · released 2025-12-02
textvision
Context
1M
Max out
66K
Input /1M
Output /1M
Cached /1M
Scores
12 · 3 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

BenchmarkAmazon Nova 2 LiteStep 3.5 FlashΔEdge
Reported by both · 1
AIME 202591% 97.3% -6.3 ptStep 3.5 Flash
Only Amazon Nova 2 Lite reports · 11
GPQA Diamond79.6% not reported
MMLU-Pro80.9% not reported
BFCL v460.3% not reported
IF-Bench70.8% not reported
LongCodeBench 1M84% not reported
MCP Atlas24.6% not reported
MultiChallenge76.6% not reported
RealKIE-FCC Verified62.1% not reported
tau2-bench Airline Verified64.8% not reported
tau2-bench Retail Verified76.5% not reported
tau2-bench Telecom76% 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 Amazon Nova 2 Lite 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

SpecAmazon Nova 2 LiteStep 3.5 FlashEdge
Context window1M tokens256K tokensAmazon Nova 2 Lite
Max output66K tokens
Input price / 1M
Output price / 1M
Cached input / 1M
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
Modalitiestext · visiontextAmazon Nova 2 Lite
Released2025-12-022026-02-12
Cited benchmark scores1218
Reliability

Provider status

All providers
More matchups

Step 3.5 Flash vs …

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Which one wins on your data?

Public benchmarks are a starting point. Run Amazon Nova 2 Lite and Step 3.5 Flash on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.