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Claude Haiku 4.5vsGemini 3.1 Pro Preview

Gemini 3.1 Pro Preview leads 3 of 3 shared benchmarks. Claude Haiku 4.5 is 2.3x cheaper per token. Gemini 3.1 Pro Preview has the larger context window (1.0M tokens).

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

Shared benchmarks
0 – 3
Gemini 3.1 Pro Preview leads
Cheaper per token
Claude Haiku 4.5
2.3x cheaper, input + output
Larger context
Gemini 3.1 Pro Preview
1.0M tokens
Provider uptime (30d)
100% · 100%
Anthropic · Google
Claude Haiku 4.5
Anthropic · released 2025-10-15
textvision
Context
200K
Max out
64K
Input /1M
$1
Output /1M
$5
Cached /1M
$0.1
Scores
4 · 4 core
Gemini 3.1 Pro Preview
Google · released 2026-02-19
textvisionaudio
Context
1.0M
Max out
66K
Input /1M
$2
Output /1M
$12
Cached /1M
$0.2
Scores
10 · 8 core
Quality

Benchmark matrix

BenchmarkClaude Haiku 4.5Gemini 3.1 Pro PreviewΔEdge
Reported by both · 3
GPQA Diamond71.2% epoch94.3% -23.1 ptGemini 3.1 Pro Preview
OTIS Mock AIME 2024-2025 (Epoch AI run)66.7% epoch95.6% epoch-28.9 ptGemini 3.1 Pro Preview
SimpleQA Verified13.2% epoch73.5% epoch-60.3 ptGemini 3.1 Pro Preview
Only Claude Haiku 4.5 reports · 1
SWE-bench Verified73.3% not reported
Only Gemini 3.1 Pro Preview reports · 6
AIME 2026not reported98.3% matharena
LMArena Elonot reported1480.1
ARC-AGI-2not reported77.1%
FrontierMath Tier 4 v2 (Epoch AI run)not reported26.8% epoch
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported59.6% epoch
SWE-Bench Pronot reported54.2%
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 Claude Haiku 4.5 minus Gemini 3.1 Pro Preview 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

SpecClaude Haiku 4.5Gemini 3.1 Pro PreviewEdge
Context window200K tokens1.0M tokensGemini 3.1 Pro Preview
Max output64K tokens66K tokensGemini 3.1 Pro Preview
Input price / 1M$1 $2 Claude Haiku 4.5
Output price / 1M$5 $12 Claude Haiku 4.5
Cached input / 1M$0.1 $0.2 Claude Haiku 4.5
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$6$14Claude Haiku 4.5
Modalitiestext · visiontext · vision · audioGemini 3.1 Pro Preview
Released2025-10-152026-02-19
Cited benchmark scores410
Reliability

Provider status

All providers
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Public benchmarks are a starting point. Run Claude Haiku 4.5 and Gemini 3.1 Pro Preview on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.