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Claude 3.7 SonnetvsPhi-4 Reasoning

Claude 3.7 Sonnet and Phi-4 Reasoning split their 2 shared benchmarks evenly. Claude 3.7 Sonnet has the larger context window (200K tokens).

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

Shared benchmarks
1 – 1
even split
Cheaper per token
list price, input + output
Larger context
Claude 3.7 Sonnet
200K tokens
Provider uptime (30d)
100% · —
Anthropic · Microsoft
Claude 3.7 Sonnet
Anthropic · released 2025-02-24
textvision
Context
200K
Max out
128K
Input /1M
$3
Output /1M
$15
Cached /1M
$0.3
Scores
5 · 5 core
Phi-4 Reasoning
Microsoft · released 2025-04-30
text
Context
33K
Max out
33K
Input /1M
Output /1M
Cached /1M
Scores
4 · 4 core
Quality

Benchmark matrix

BenchmarkClaude 3.7 SonnetPhi-4 ReasoningΔEdge
Reported by both · 2
GPQA Diamond79.7% epoch65.8% +13.9 ptClaude 3.7 Sonnet
AIME 202549.2% matharena62.9% -13.7 ptPhi-4 Reasoning
Only Claude 3.7 Sonnet reports · 3
SWE-bench Verified70.3% not reported
OTIS Mock AIME 2024-2025 (Epoch AI run)57.8% epochnot reported
SWE-bench Verified (Epoch AI run)61% epochnot reported
Only Phi-4 Reasoning reports · 2
MMLU-Pronot reported74.3%
HumanEval+not reported92.9%
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 3.7 Sonnet minus Phi-4 Reasoning 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 3.7 SonnetPhi-4 ReasoningEdge
Context window200K tokens33K tokensClaude 3.7 Sonnet
Max output128K tokens33K tokensClaude 3.7 Sonnet
Input price / 1M$3
Output price / 1M$15
Cached input / 1M$0.3
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$18
Modalitiestext · visiontextClaude 3.7 Sonnet
Released2025-02-242025-04-30
Cited benchmark scores54
Reliability

Provider status

All providers
More matchups

Claude 3.7 Sonnet vs …

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Public benchmarks are a starting point. Run Claude 3.7 Sonnet and Phi-4 Reasoning on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.