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Home/Claude Opus 5.5 vs GPT-6.1 Sol
Winner: Claude Opus 5.5Anthropic vs OpenAI

Claude Opus 5.5 vs GPT-6.1 Sol

Claude Opus 5.5 wins on coding (100 vs 98). GPT-6.1 Sol wins on price ($2 vs $4/1M input). For most workflows, Claude Opus 5.5 is the stronger default — anthropic's new coding default — top swe-bench pro score at a lower price than opus 5.

Last verified Oct 10, 2026/Model data modified Oct 10, 2026
Rankings refresh dailyScored on 6 criteriaNo paid rankings
AnthropicPremium
Input cost
$4.00/1M
Context
1M tokens
Speed
Deliberate

Clear recommendation block

The safest Claude Opus 5.5 vs GPT-6.1 Sol default, the cheaper option worth trying first, and the specialist pick — before you read the detail below.

Best overall model

Claude Opus 5.5

View
Why this recommendation

Claude Opus 5.5 is the strongest answer here for Claude Opus 5.5 vs GPT-6.1 Sol — pick it when quality of output matters more than the $4.00/1M/1M input you pay for it.

AnthropicPremium
Best for
Agentic coding, long-running agents and knowledge work where Opus 5 was the bar
Price
$4.00/1M
Context
1M tokens
Best value model

GPT-6.1 Sol

View
Why this recommendation

GPT-6.1 Sol handles the same job for about 50% less per token. Start here and only move up if the output is not good enough.

OpenAIBalanced
Best for
Agentic coding and computer use when Astra's price is hard to justify
Price
$2.00/1M
Context
1.1M tokens
Best for speed

GPT-6.1 Sol

View
Why this recommendation

GPT-6.1 Sol is the fastest of these for Claude Opus 5.5 vs GPT-6.1 Sol — worth it when latency is what the reader notices, not the last few points of reasoning depth.

OpenAIBalanced
Best for
Agentic coding and computer use when Astra's price is hard to justify
Price
$2.00/1M
Context
1.1M tokens

Why this page recommends it

Claude Opus 5.5 leads on coding with a score of 100 vs 98 for GPT-6.1 Sol.

GPT-6.1 Sol has the larger context window: 1.05M vs 1M for Claude Opus 5.5.

GPT-6.1 Sol is cheaper at $2/1M input tokens vs $4/1M for Claude Opus 5.5.

Decision notes

Go with Claude Opus 5.5 if you want one model to handle coding and research — it targets agentic coding, long-running agents and knowledge work where Opus 5 was the bar.

Switch to GPT-6.1 Sol when your work is mostly agentic coding and computer use when Astra's price is hard to justify; on that narrower brief it is the better tool.

GPT-6.1 Sol is the more cost-efficient option at $2/1M input — Claude Opus 5.5 costs 2x more per input token, so the gap is worth taking seriously wherever token volume rather than peak quality drives the bill.

Interactive decision lab

Test the recommendation against your priority

Switch the scoring lens to see whether the Claude Opus 5.5 vs GPT-6.1 Sol answer changes when cost, speed, or long-document depth leads the decision.

#1Claude Opus 5.592 pts
#2GPT-6.1 Sol92 pts
Quality first

Claude Opus 5.5

Anthropic / Premium / Oct 10, 2026

92

Anthropic's new coding default — top SWE-bench Pro score at a lower price than Opus 5.

Ranks models by the broadest mix of coding, writing, research, and long-context usefulness.

Cost
$4.00/1M
$20.00/1M out
Speed
Deliberate
2/5 score
Context
1M tokens
input window
View model
Data-backed recommendation
Avoid this pick if

Your tasks are well-scoped and latency-sensitive — Sonnet 5.5 is half the price and Anthropic says it is the fastest Sonnet yet.

Recommended comparisons

Where the Claude Opus 5.5 vs GPT-6.1 Sol recommendation shifts once you weigh price or latency differently.

AnthropicPremiumWinner: Claude Opus 5.5

Claude Opus 5.5

Anthropic's new coding default — top SWE-bench Pro score at a lower price than Opus 5.

Best use case
Agentic coding, long-running agents and knowledge work where Opus 5 was the bar
Input
$4.00/1M
Pricing
Premium
Speed
Deliberate
Context
1M tokens
CodingAgenticFlagship
OpenAIBalancedOption 2

GPT-6.1 Sol

Near-Astra capability at Sol pricing — OpenAI's value pick.

Best use case
Agentic coding and computer use when Astra's price is hard to justify
Input
$2.00/1M
Pricing
Balanced
Speed
Balanced
Context
1.1M tokens
CodingAgenticValue

Side-by-side specs

List prices and published scores — the numbers this page's pick is built from.

ModelInputOutputEst. monthContextSpeedCodingWritingResearch
Claude Opus 5.5Anthropic$4.00/1M$20.00/1M$801M tokensDeliberate1009799
GPT-6.1 SolOpenAI$2.00/1M$10.00/1M$401.1M tokensBalanced989497

Scores out of 100 — how we evaluate models. “Est. month” is 10M in / 2M out at list price: a ceiling, no discounts.

The case for each model

Why each one is on the shortlist for Claude Opus 5.5 vs GPT-6.1 Sol, what it is genuinely good at, and where we would steer you away from it.

Claude Opus 5.5

Winner: Claude Opus 5.5Anthropic

Our pick for Claude Opus 5.5 vs GPT-6.1 Sol. It scores 100/100 on the coding axis we weight this page by, and nothing else in this shortlist matches it on output quality.

Anthropic's September 22, 2026 Opus — a step up from Opus 5 on agentic coding, long-running agent work and vision, at a lower $4/$20 list price and with fewer tokens spent per finished task.

Input
$4.00/1M
Output
$20.00/1M
Context
1M tokens
Speed
Deliberate

What people actually use it for

  • Repository-scale changes and PR work — Anthropic reports 89.9% on SWE-bench Pro, up from 79.2% for Opus 5
  • Long unattended agent runs where per-task token spend matters as much as the per-token price
  • Reports, analysis and briefs that need to state findings and next steps plainly

Where it wins

  • SWE-bench Pro 89.9% in Anthropic's launch table, ahead of Claude Fable 5.1 (81.2%) and Opus 5 (79.2%)
  • Cheaper than the model it replaces: $4/$20 per 1M against Opus 5's $5/$25, and cache reads at $0.20/1M
  • 1M context and 128K output at standard rates, with effort levels up to max

Where it falls down

  • Not ahead everywhere: Anthropic's own table has Opus 5 higher on Toolathlon Verified (80.6% vs 77.8%)
  • Fast mode doubles the price to $8/$40
  • Terminal-Bench 4.0 differs by effort setting (66.4% at xhigh, 64.8% at max), so single-digit gaps against rivals are directional

Skip it if

Your tasks are well-scoped and latency-sensitive — Sonnet 5.5 is half the price and Anthropic says it is the fastest Sonnet yet.

Our verdict

The new premium coding default from Anthropic. Opus 5.5 posts the highest SWE-bench Pro figure in any launch table we track and costs less than Opus 5 did. Fable 5.1 still makes sense for the hardest open-ended research at $10/$50; for almost everything else Opus 5.5 is the better buy, and Sonnet 5.5 at half the price is close behind on well-scoped work.

Full pricing, benchmark table and release notes on the Claude Opus 5.5 page.

GPT-6.1 Sol

OpenAI

The cost-conscious pick for Claude Opus 5.5 vs GPT-6.1 Sol, about 50% less per token than Claude Opus 5.5 than the top choice while holding 98/100 on coding.

OpenAI's September 29, 2026 DevDay release — a Sol-tier reasoning model that OpenAI says comes close to GPT-6 Astra on agentic coding, computer use and professional work at one fifth of Astra's price.

Input
$2.00/1M
Output
$10.00/1M
Context
1.1M tokens
Speed
Balanced

What people actually use it for

  • Coding agents in Codex that need near-Astra quality at Sol pricing
  • Computer-use and browser automation run at volume
  • Professional knowledge work — reports, analysis, document review — in ChatGPT Work

Where it wins

  • $2/$10 per 1M against Astra's $10/$50, with cached input at $0.10/1M
  • Artificial Analysis puts it one point below Astra on its Intelligence Index, at under a quarter of Astra's cost per task
  • 1.05M context and 128K output, with an Ultrafast tier for latency-bound work

Where it falls down

  • Prompts above 272K input tokens are billed at $4/$15
  • At launch it was available in ChatGPT Work and Codex, not in regular ChatGPT conversations

Skip it if

You need it inside ordinary ChatGPT chats today, or your prompts regularly pass 272K tokens where the rate doubles.

Our verdict

OpenAI's best value for serious work. GPT-6.1 Sol replaces both GPT-6 Sol and, for most teams, GPT-6 Astra: independent testing has it a point behind Astra at a fifth of the list price. Pick Astra only when the last point of capability is worth five times the bill.

Full pricing, benchmark table and release notes on the GPT-6.1 Sol page.

Explore related decisions

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OpenAI
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Quick links

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FAQ

Is Claude Opus 5.5 better than GPT-6.1 Sol?

Claude Opus 5.5 wins on more of the categories we score — coding, research, reasoning — so it is the better default of the two. GPT-6.1 Sol is the better pick when your work is mostly agentic coding and computer use when Astra's price is hard to justify. Neither is universally "better": Claude Opus 5.5 is aimed at agentic coding and long-running agents and knowledge work where Opus 5 was the bar, GPT-6.1 Sol at agentic coding and computer use when Astra's price is hard to justify.

Which is cheaper — Claude Opus 5.5 or GPT-6.1 Sol?

GPT-6.1 Sol is cheaper at $2/1M input and $10/1M output. Claude Opus 5.5 costs $4/1M input and $20/1M output.

Which has a larger context window — Claude Opus 5.5 or GPT-6.1 Sol?

GPT-6.1 Sol has the larger context window at 1.05M tokens vs Claude Opus 5.5's 1M. For large document analysis, GPT-6.1 Sol is the stronger pick.

Is Claude Opus 5.5 or GPT-6.1 Sol better for coding?

Claude Opus 5.5 is better for coding with a score of 100 vs GPT-6.1 Sol's 98 (out of 100). Claude Opus 5.5 is the overall coding leader in this directory at 100/100.

Which is faster — Claude Opus 5.5 or GPT-6.1 Sol?

GPT-6.1 Sol is faster with a balanced speed rating (score: 3) vs Claude Opus 5.5's deliberate rating (score: 2). Speed matters most for interactive and high-throughput work; for batch jobs the Claude Opus 5.5 latency penalty is usually invisible.

What are the downsides of Claude Opus 5.5?

Not ahead everywhere: Anthropic's own table has Opus 5 higher on Toolathlon Verified (80.6% vs 77.8%). Fast mode doubles the price to $8/$40. Terminal-Bench 4.0 differs by effort setting (66.4% at xhigh, 64.8% at max), so single-digit gaps against rivals are directional. Avoid it if your tasks are well-scoped and latency-sensitive — Sonnet 5.5 is half the price and Anthropic says it is the fastest Sonnet yet. That is the main case for looking at GPT-6.1 Sol instead.

What are the downsides of GPT-6.1 Sol?

Prompts above 272K input tokens are billed at $4/$15. At launch it was available in ChatGPT Work and Codex, not in regular ChatGPT conversations. Avoid it if you need it inside ordinary ChatGPT chats today, or your prompts regularly pass 272K tokens where the rate doubles. Against Claude Opus 5.5 specifically, the gap shows up most on coding (100 vs 98).

What does a month of real work cost on Claude Opus 5.5 vs GPT-6.1 Sol?

Take a moderate workload of 10M input and 2M output tokens a month. Claude Opus 5.5 runs $80.00 (at $4/1M in and $20/1M out); GPT-6.1 Sol runs $40.00 (at $2/1M in and $10/1M out). That is a $40.00/month difference — GPT-6.1 Sol is the cheaper of the two at this volume, and the gap scales linearly as you send more. Output tokens dominate the bill on both, so prompt length matters far less than response length.

Can I use Claude Opus 5.5 and GPT-6.1 Sol together?

Yes, and for most teams that beats picking one. A common split is Claude Opus 5.5 for agentic coding and long-running agents and knowledge work where Opus 5 was the bar, with GPT-6.1 Sol handling agentic coding and computer use when Astra's price is hard to justify. Routing high-volume, low-stakes calls to GPT-6.1 Sol at $2/1M and reserving Claude Opus 5.5 for the hard cases is usually the cheapest arrangement that does not cost you quality.