💰 Unit Cost Winner Gemini 4 Argon $2.00/1M in · $10.00/1M out
⚡ Latency & Speed Winner Claude Opus 5.5 680ms TTFT · 95 tok/s
💻 Coding (SWE) Winner Claude Opus 5.5 89.9% SWE-bench · 97.6% HumanEval
🧠 STEM Reasoning Winner Gemini 4 Argon 93.8% GPQA · 98.2% MATH-500

Which model is better: Claude Opus 5.5 or Gemini 4 Argon?

Gemini 4 Argon is 50.0% cheaper for input tokens ($2.00 vs. $4.00 per 1M tokens) and $10.00 vs. $20.00 for output tokens (2.0x cost advantage). In terms of operational performance, Claude Opus 5.5 delivers lower response latency at 680ms TTFT (170ms faster than Gemini 4 Argon) with 95 vs. 115 tok/s throughput. Claude Opus 5.5 leads coding evaluations at 89.9% SWE-bench Verified vs. 84.5% for Gemini 4 Argon and 93.2% vs. 93.8% on GPQA Diamond.
Verified daily via automated API latency tests and official documentation.

Verified Performance & Unit Economics Delta (12 Dimensions)

Daily synchronized metrics across token pricing, prompt cache economics, latency, throughput, and 5 capability benchmarks.

Metric / Dimension Claude Opus 5.5 Gemini 4 Argon Net Delta / Advantage
Input Cost / 1M Tokens $4.00 $2.00 Gemini 4 Argon is 2.0x cheaper
Output Cost / 1M Tokens $20.00 $10.00 Gemini 4 Argon (50.0% lower)
Prompt Cache Read / 1M $0.200 $0.100 Gemini 4 Argon is 2.0x cheaper
Prompt Cache Write / 1M $5.00 $0.50 Gemini 4 Argon is 10.0x cheaper
Context Window (Max Output) 1,024k (128k out) 1,024k (1000k out) Equal Context Window
Avg TTFT Response Latency 680ms 850ms Claude Opus 5.5 (170ms faster)
Generation Speed (Throughput) 95 tok/s 115 tok/s Gemini 4 Argon (+20 tok/s faster)
SWE-bench Verified (Coding) 89.9% 84.5% Claude Opus 5.5 (+5.4% lead)
GPQA Diamond (PhD STEM) 93.2% 93.8% Gemini 4 Argon (+0.6% lead)
MMLU-Pro (Multi-Discipline) 92.1% 91.4% Claude Opus 5.5 (+0.7% lead)
MATH-500 (Quantitative Logic) 98% 98.2% Gemini 4 Argon (+0.2% lead)
Inference Value Score (IVR) 57.8 / 100 62.6 / 100 Gemini 4 Argon (+4.8 pts)

Interactive Monthly Token Economics & ROI Forecaster

Model production workloads across prompt, completion, and cached context tokens, or switch models on the fly.

25.0M Tokens
500K 50M 250M 500M+
5.0M Tokens
100K 25M 75M 150M+
50% Cached
0% (Uncached) 25% 50% (Typical Agent) 95% Max

Estimated Monthly Spend

Claude Opus 5.5 $152.50

$4.00/1M in · $20.00/1M out

Prompt Cache: $0.200/1M read · $5.00/1M write

Gemini 4 Argon $76.25

$2.00/1M in · $10.00/1M out

Prompt Cache: $0.100/1M read · $0.50/1M write

Projected Monthly Cost Reduction
$76.25 / mo
(50.0% lower cost with Gemini 4 Argon)
Open Full Matchup Analysis →
A

When to Choose Claude Opus 5.5

Choose Claude Opus 5.5 (Anthropic) for top-ranked frontier intelligence leader for autonomous multi-step agentic coding, repository-scale migrations, and complex scientific reasoning at a 40% lower workload cost than Opus 5 — offering a 1,024k context window, 680ms TTFT, and $4.00/1M input pricing ($0.200/1M cached reads).

B

When to Choose Gemini 4 Argon

Choose Gemini 4 Argon (Google) for engineered with a 1M output token limit for long-horizon software engineering, cybersecurity vulnerability remediation, and deep multimodal enterprise work across legal and financial domains — offering a 1,024k context window, 850ms TTFT, and $2.00/1M input pricing ($0.100/1M cached reads).

Related Questions & Decision Factors

Which is cheaper: Claude Opus 5.5 or Gemini 4 Argon?

Gemini 4 Argon is cheaper at $2.00/1M input tokens ($10.00/1M output) compared to $4.00/1M input ($20.00/1M output) for Claude Opus 5.5.

Which model has lower TTFT latency and higher tok/s throughput: Claude Opus 5.5 or Gemini 4 Argon?

Claude Opus 5.5 delivers faster first-token latency at 680ms TTFT (95 tok/s throughput) compared to 850ms TTFT (115 tok/s) for Gemini 4 Argon.

How do Claude Opus 5.5 and Gemini 4 Argon compare on SWE-bench coding and GPQA Diamond reasoning?

On SWE-bench Verified software engineering, Claude Opus 5.5 scores 89.9% versus 84.5% for Gemini 4 Argon. On GPQA Diamond graduate-level STEM reasoning, Claude Opus 5.5 scores 93.2% versus 93.8% for Gemini 4 Argon (and 98% vs 98.2% on MATH-500).

When should you choose Claude Opus 5.5?

Choose Claude Opus 5.5 (Anthropic) for top-ranked frontier intelligence leader for autonomous multi-step agentic coding, repository-scale migrations, and complex scientific reasoning at a 40% lower workload cost than Opus 5 — offering a 1,024k context window, 680ms TTFT, and $4.00/1M input pricing ($0.200/1M cached reads).

When should you choose Gemini 4 Argon?

Choose Gemini 4 Argon (Google) for engineered with a 1M output token limit for long-horizon software engineering, cybersecurity vulnerability remediation, and deep multimodal enterprise work across legal and financial domains — offering a 1,024k context window, 850ms TTFT, and $2.00/1M input pricing ($0.100/1M cached reads).

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