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Compare/Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort) vs Gemini 2.5 Pro

Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort)vsGemini 2.5 Pro

Side-by-side comparison of pricing, 12 benchmarks, and generation speed.

Anthropic

Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort)

Input
$2/M
Output
$10/M
Speed
66 tok/s
TTFT
24.85s
Google

Gemini 2.5 Pro

Input
$1.25/M
Output
$10/M
Speed
132 tok/s
TTFT
20.73s

Winner by Category

Cheaper
Gemini 2.5 Pro
Faster (tok/s)
Gemini 2.5 Pro
Lower Latency
Gemini 2.5 Pro
Benchmarks (1-1)
Tie

Pricing Comparison

MetricClaude Sonnet 5 (Adaptive Reasoning, Xhigh Effort)Gemini 2.5 Pro
Input ($/M tokens)$2$1.25
Output ($/M tokens)$10$10
Cost for 1M input + 100K output tokens:
Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort)$3.00
Gemini 2.5 Pro$2.25

Speed Comparison

Output Speed (tokens/s) — higher is better
Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort)
66 tok/s
Gemini 2.5 Pro
132 tok/s
Time to First Token (seconds) — lower is better
Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort)
24.85s
Gemini 2.5 Pro
20.73s

Editorial Analysis

Verdict. Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort) and Gemini 2.5 Pro split the benchmark comparison evenly at 1–1. The tiebreaker here is price, speed, and what you actually run them on.

Pricing. Both models sit in the mid-tier bracket for output-token pricing. At 1.0× the per-million-token cost, Gemini 2.5 Pro is meaningfully cheaper if your traffic is output-heavy (long completions, document generation, agent loops). Gemini 2.5 Pro makes more sense when output volume is low and absolute reasoning quality justifies the premium.

Strengths. Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort) is strongest on Intelligence Index (34.7). Gemini 2.5 Pro leads on Coding Index (33.3), Intelligence Index (16.7).

Speed. On throughput, Gemini 2.5 Pro generates tokens at 132 tok/s versus 66 tok/s — about 50% faster. On time-to-first-token, Gemini 2.5 Pro responds in 20730ms vs 24850ms, which matters most for chat-style UIs.

Provider. Anthropic and Google sell to overlapping but distinct developer audiences: Anthropic tends to ship frontier reasoning models with premium positioning, while Google often prices more aggressively. Your existing vendor relationships, billing, and SLA preferences may matter as much as the raw numbers above.

Workload cost. Workload scenarios (per million requests at 30M input + 15M output tokens): Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort) costs $210.00 ($2520/year); Gemini 2.5 Pro costs $187.50 ($2250/year). At a smaller 5M-input/2M-output scale (single-developer tool or prototype): Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort) ≈ $30.00/run, Gemini 2.5 Pro ≈ $26.25/run. At agent/realtime scale (200M input / 100M output per million requests): Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort) ≈ $1400/run, Gemini 2.5 Pro ≈ $1250/run. Gemini 2.5 Pro becomes more attractive at higher volume — the absolute per-token pricing difference compounds when you ship at scale.

Recommendation. Both models have legitimate use cases — the right answer depends on whether you are optimizing for benchmark ceiling, latency, or unit cost. Start with the cheaper / faster model, evaluate against your specific task, and only switch if the upgrade shows a meaningful lift.

Head-to-head deltas

  • Benchmark wins tie exactly at 1–1. The tiebreaker on raw benchmark parity will be price, speed, or capability coverage.
  • On throughput, Gemini 2.5 Pro is 2.01× faster (132 tok/s vs 66 tok/s). For streaming chat or real-time agents this alone often flips the recommendation.

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
34.716.7
Coding Index
—33.3
Math Index
——
GPQA Diamond
——
MMLU-Pro
——
LiveCodeBench
——
AIME 2025
——
MATH-500
——
Humanity's Last Exam
——
SciCode
——
IFBench
——
TerminalBench
——
Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort)1 wins
1 winsGemini 2.5 Pro

Frequently Asked Questions

Which is cheaper, Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort) or Gemini 2.5 Pro?

Gemini 2.5 Pro is cheaper overall. Its blended price (3:1 input/output ratio) is $3.44/M tokens vs $4.00/M for Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort).

Which model performs better on benchmarks?

It's a tie — both models win 1 benchmarks each across 12 evaluated categories. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Gemini 2.5 Pro generates tokens faster at 132 tok/s vs 66 tok/s. However, Gemini 2.5 Pro has lower time-to-first-token (20.73s vs 24.85s).

When should I use Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort) vs Gemini 2.5 Pro?

Choose based on your priorities: Gemini 2.5 Pro for lower cost, both perform similarly on benchmarks, and Gemini 2.5 Pro for faster generation. For latency-sensitive apps, check the TTFT comparison above.