By the toolist.ai editors. Researched from public sources, not hands-on tested by toolist.ai. Updated November 3, 2026; prices checked November 3, 2026.
Gemini 4 Carbon vs Claude Opus 5.5
Verdict
Claude Opus 5.5 is the one you can buy today. Gemini 4 Carbon is limited to a subset of cyber defenders and trusted partners, and Google gives no date for everyone else. On published scores Carbon leads all five Artificial Analysis rows both have, narrowly on the Intelligence Index (60 against 59) and HLE-Diamond (69% against 68%), and more clearly on Terminal-Bench 4.0 (65% against 60%). Google says Carbon will launch at an introductory $2 and $10 per million tokens, half of Opus 5.5's $4 and $20, then rise to the same $4 and $20.
Verdict based on published prices, limits and benchmarks, not on our own tests.
Choose Gemini 4 Carbon if
- You are among the cyber defenders or trusted partners Google is giving access to; nobody else can use it yet
- You can wait and want the higher published scores: 65% against 59% on Terminal-Bench-Science and 58 against 48 on the Intelligence Index at medium effort
- You can wait and accept the risk on price: Google announces an introductory $2 and $10 per million tokens but gives no launch date or end date, and Argon's introductory price ends November 30, 2026
- You can wait and will send video or speech input; Claude Opus 5.5 takes text and images only
Choose Claude Opus 5.5 if
- You need a model in production now, on the Claude API or through a cloud platform
- You need a published output limit (128,000 tokens) and knowledge cutoff (June 2026); Google has published neither for Carbon
- You run batch jobs, since the Batch API costs half
Price
These costs use the introductory price Google has announced for Gemini 4 Carbon. Nobody outside Google's first access groups can use Carbon yet, and the price rises to $4 and $20 per million tokens after an introductory period with no published end date.
| Per million tokens | Gemini 4 Carbon | Claude Opus 5.5 |
|---|---|---|
| Input | $2 source | $4 source |
| Cached input | $0.10 source | $0.20 source |
| Output | $10 source | $20 source |
Gemini 4 Carbon: Announced prices; Carbon is not on sale yet, and Google does not say whether its first groups pay. Google says Carbon will launch at the same introductory price as Gemini 4 Argon, with cached input 95% below the input price, then $4 per million input tokens and $20 per million output tokens. Argon's introductory period ends November 30, 2026; Google does not say whether Carbon's ends then too. Its Gemini API pricing page does not list Carbon yet, and Artificial Analysis lists $4 and $20. The 1,000,000-token context window is Artificial Analysis's rounded figure; Google has not published an exact limit.
Claude Opus 5.5: Cache writes cost $5 per million tokens (5-minute cache) or $8 (1-hour cache). The Batch API costs half. There is no long-context surcharge. Fast mode costs $8 in and $40 out.
Worked example: what a month costs
We priced three monthly workloads at the announced and listed rates above. The provider does not publish these figures.
| Workload | Gemini 4 Carbon | Claude Opus 5.5 |
|---|---|---|
| Support chatbot 100,000 replies, each 3,000 input and 400 output tokens, no caching (300M in, 40M out) | $1,000 | $2,000 |
| Document Q&A 5,000 questions over the same 60,000-token document set (90% cache hits), 800 output tokens each (300M in, 4M out) | $127 | $254 |
| Coding agent 200 tasks, each 1.5 million input tokens (90% cache hits) and 50,000 output tokens (300M in, 10M out) | $187 | $374 |
Price your own workload
| Model | Cost a month |
|---|---|
| Gemini 4 Carbon | $150 |
| Claude Opus 5.5 | $300 |
Announced and listed prices, no batch or priority discounts. Cached input is billed at the cache-read price; cache-write charges are not included. Reasoning models bill their thinking as output tokens.
Limits and release dates
| Gemini 4 Carbon | Claude Opus 5.5 | |
|---|---|---|
| Released | Announced October 28, 2026 source | September 22, 2026 source |
| Context window | 1,000,000 tokens source | 1,000,000 tokens source |
| Maximum output | not published | 128,000 tokens source |
| Knowledge cutoff | not published | June 2026 source |
| Input and output | Text, images, speech and video in; text out source | Text and images in; text out source |
| API model name | Not published yet | claude-opus-5-5 |
Benchmarks
Scores as published by the provider or measured by Artificial Analysis; higher is better. A dash means no score was published.
| Benchmark | Gemini 4 Carbon | Claude Opus 5.5 |
|---|---|---|
| Artificial Analysis Intelligence Index | 60.0 (high thinking, the highest level Artificial Analysis tests) source | 59.0 (max effort) source |
| Intelligence Index at everyday effort | 58.0 (medium thinking; Google has not published a default) source | 48.0 (medium effort, the API default) source |
| Terminal-Bench 4.0 | 65.0% (high thinking) source | 60.0% (max effort) source |
| HLE-Diamond | 69.0% (high thinking) source | 68.0% (max effort) source |
| Terminal-Bench-Science 0.1 | 65.0% (high thinking) source | 59.0% (max effort) source |
| Output speed | 88.7 tokens/s (high thinking, Artificial Analysis) source | 77.9 tokens/s (medium effort, Artificial Analysis) source |
Benchmark and speed data from Artificial Analysis where linked.
Read more
- Gemini 4 Carbon: price, context window and benchmarks
- Claude Opus 5.5: price, context window and benchmarks
- Claude Opus 5.5 vs Claude Fable 5.1
- Claude Opus 5.5 vs Claude Sonnet 5.5
- Claude Opus 5.5 vs GPT-6 Astra
- Gemini 4 Argon vs Claude Opus 5.5
- Gemini 4 Carbon vs Gemini 4 Argon
- GPT-6.1 Sol vs Claude Opus 5.5
- Muse Wonder vs Claude Opus 5.5
- AI model API price table
Sources
- Google: Gemini 4 Carbon: our next frontier model (checked 2026-11-03)
- Gemini API docs: Pricing (checked 2026-11-03)
- Artificial Analysis: Gemini 4 Carbon (high) (checked 2026-11-03)
- Artificial Analysis: Gemini 4 Carbon (medium) (checked 2026-11-03)
- Artificial Analysis: Gemini 4 Carbon vs Claude Opus 5.5 (checked 2026-11-03)
- Claude Sonnet 5.5 vs Claude Opus 5.5 (checked 2026-11-03)
- Anthropic: Introducing Claude Opus 5.5 (checked 2026-10-21)
- Claude docs: Claude Opus 5.5 (checked 2026-10-21)
- Claude docs: What's new in Claude Opus 5.5 (checked 2026-10-21)
- Claude docs: Pricing (checked 2026-11-03)
- Claude plans and pricing (checked 2026-10-21)
- Claude docs: API and data retention (checked 2026-10-21)
- Claude Opus 5.5 (max) (checked 2026-11-03)
- Claude Opus 5.5 (medium) (checked 2026-11-03)
- OpenRouter: Claude Opus 5.5 (checked 2026-11-03)