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

Claude Sonnet 5.5 vs GPT-6.1 Sol

For most workflows, Claude Sonnet 5.5 is the stronger default — near-opus 5.5 quality on scoped work at half the price.

Last verified Oct 10, 2026/Model data modified Oct 10, 2026
Rankings refresh dailyScored on 6 criteriaNo paid rankings
AnthropicBalanced
Input cost
$2.00/1M
Context
1M tokens
Speed
Fast

Clear recommendation block

The safest Claude Sonnet 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 Sonnet 5.5

View
Why this recommendation

Claude Sonnet 5.5 is the strongest answer here for Claude Sonnet 5.5 vs GPT-6.1 Sol — pick it when quality of output matters more than the $2.00/1M/1M input you pay for it.

AnthropicBalanced
Best for
Everyday feature work, bug fixing and polished documents at mid-tier pricing
Price
$2.00/1M
Context
1M tokens
Best value model

Claude Sonnet 5.5

View
Why this recommendation

Claude Sonnet 5.5 is the cheaper way in for Claude Sonnet 5.5 vs GPT-6.1 Sol, at $2.00/1M/1M input against Claude Sonnet 5.5's $2.00/1M/1M.

AnthropicBalanced
Best for
Everyday feature work, bug fixing and polished documents at mid-tier pricing
Price
$2.00/1M
Context
1M tokens
Best for speed

GPT-6.1 Sol

View
Why this recommendation

GPT-6.1 Sol is the fastest of these for Claude Sonnet 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 Sonnet 5.5 leads on coding with a score of 98 vs 98 for GPT-6.1 Sol.

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

Both models are similarly priced — the decision comes down to capability, not cost.

Decision notes

Go with Claude Sonnet 5.5 if you want one model to handle coding and writing — it targets everyday feature work, bug fixing and polished documents at mid-tier pricing.

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.

Both models serve different primary workflows — Claude Sonnet 5.5 for everyday feature work and bug fixing and polished documents at mid-tier pricing, GPT-6.1 Sol for agentic coding and computer use when Astra's price is hard to justify — so running each where it has a clear edge often beats forcing one to do both.

Interactive decision lab

Test the recommendation against your priority

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

#1Claude Sonnet 5.593 pts
#2GPT-6.1 Sol92 pts
Quality first

Claude Sonnet 5.5

Anthropic / Balanced / Oct 10, 2026

93

Near-Opus 5.5 quality on scoped work at half the price.

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

Cost
$2.00/1M
$10.00/1M out
Speed
Fast
4/5 score
Context
1M tokens
input window
View model
Data-backed recommendation
Avoid this pick if

The work is long, ambiguous and multi-step — Anthropic positions Opus 5.5 for exactly that — or you need the lowest possible price, where Haiku 5.5 costs a twentieth as much.

Recommended comparisons

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

AnthropicBalancedWinner: Claude Sonnet 5.5

Claude Sonnet 5.5

Near-Opus 5.5 quality on scoped work at half the price.

Best use case
Everyday feature work, bug fixing and polished documents at mid-tier pricing
Input
$2.00/1M
Pricing
Balanced
Speed
Fast
Context
1M tokens
CodingWritingFast
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 Sonnet 5.5Anthropic$2.00/1M$10.00/1M$401M tokensFast989895
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 Sonnet 5.5 vs GPT-6.1 Sol, what it is genuinely good at, and where we would steer you away from it.

Claude Sonnet 5.5

Winner: Claude Sonnet 5.5Anthropic

Our pick for Claude Sonnet 5.5 vs GPT-6.1 Sol. It scores 98/100 on the coding axis we weight this page by, and nothing else in this shortlist matches it on output quality.

Anthropic's September 28, 2026 Sonnet — built for well-scoped everyday work like features, bug fixes, documents, slides and spreadsheets, priced at $2/$10 and close to Opus 5.5 on most of Anthropic's launch rows.

Input
$2.00/1M
Output
$10.00/1M
Context
1M tokens
Speed
Fast

What people actually use it for

  • Day-to-day feature and bug-fix work in an IDE or coding agent, where speed matters more than ceiling
  • Drafting documents, slide decks and spreadsheets that need to be presentable on the first pass
  • Computer-use tasks — Anthropic reports 80.1% on OSWorld 2.1, within two points of Opus 5.5

Where it wins

  • Terminal-Bench 4.0 70.6% in Anthropic's table — above Opus 5.5's 66.4% on that row
  • Half the price of Opus 5.5 at $2/$10, with cache reads cut to $0.10/1M
  • Anthropic says it generates more than 30% faster than Sonnet 5

Where it falls down

  • Anthropic itself says Opus 5.5 is better on loosely defined tasks that need longer reasoning
  • Trails Opus 5.5 on Humanity's Last Exam (64.5% vs 67.7%)

Skip it if

The work is long, ambiguous and multi-step — Anthropic positions Opus 5.5 for exactly that — or you need the lowest possible price, where Haiku 5.5 costs a twentieth as much.

Our verdict

The model most people should default to in the Claude lineup. Sonnet 5.5 lands within a few points of Opus 5.5 on most of Anthropic's launch rows, beats it on Terminal-Bench 4.0, and costs half as much. Step up to Opus 5.5 only when the task is open-ended and long.

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

GPT-6.1 Sol

OpenAI

The fastest model in this shortlist for Claude Sonnet 5.5 vs GPT-6.1 Sol. Pick it when turnaround is what your readers or users notice.

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

Comparison
Claude Opus 5.5 vs GPT-6.1 SolClaude Opus 5.5 vs GPT-6.1 Sol — see exactly which wins on SWE-bench coding…Read guide
Comparison
Claude Sonnet 5.5 vs Claude Sonnet 5Claude Sonnet 5.5 vs Claude Sonnet 5 — see exactly which wins on SWE-bench…Read guide
Comparison
GPT-6.1 Sol vs GPT-6 AstraGPT-6.1 Sol vs GPT-6 Astra — see exactly which wins on SWE-bench coding, price…Read guide
Anthropic
Claude Sonnet 5.5Near-Opus 5.5 quality on scoped work at half the price.Read guide
OpenAI
GPT-6.1 SolNear-Astra capability at Sol pricing — OpenAI's value pick.Read guide
Alternatives
Best Claude Sonnet 5.5 AlternativesLooking for a Claude Sonnet 5.5 alternative? Compare 4 rivals on real capability scores…Read guide
Alternatives
Best GPT-6.1 Sol AlternativesLooking for a GPT-6.1 Sol alternative? Compare 5 rivals on real capability scores, price…Read guide
Guide
Best AI for CodingClaude Opus 5.5 leads coding AI in October 2026 with 89.9% on SWE-bench Pro.…Read guide

Quick links

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FAQ

Is Claude Sonnet 5.5 better than GPT-6.1 Sol?

Claude Sonnet 5.5 wins on more of the categories we score — coding, writing, research — 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 Sonnet 5.5 is aimed at everyday feature work and bug fixing and polished documents at mid-tier pricing, GPT-6.1 Sol at agentic coding and computer use when Astra's price is hard to justify.

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

Both models are similarly priced at $2/1M input tokens. The decision should come down to capability, not cost.

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

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

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

Claude Sonnet 5.5 and GPT-6.1 Sol are similarly matched on coding. Claude Opus 5.5 is the overall coding leader in this directory at 100/100.

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

Claude Sonnet 5.5 is faster with a fast speed rating (score: 4) vs GPT-6.1 Sol's balanced rating (score: 3). Speed matters most for interactive and high-throughput work; for batch jobs the GPT-6.1 Sol latency penalty is usually invisible.

What are the downsides of Claude Sonnet 5.5?

Anthropic itself says Opus 5.5 is better on loosely defined tasks that need longer reasoning. Trails Opus 5.5 on Humanity's Last Exam (64.5% vs 67.7%). Avoid it if the work is long, ambiguous and multi-step — Anthropic positions Opus 5.5 for exactly that — or you need the lowest possible price, where Haiku 5.5 costs a twentieth as much. 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 Sonnet 5.5 specifically, the two are close enough on capability that price and speed decide it.

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

Take a moderate workload of 10M input and 2M output tokens a month. Claude Sonnet 5.5 runs $40.00 (at $2/1M in and $10/1M out); GPT-6.1 Sol runs $40.00 (at $2/1M in and $10/1M out). The gap is small enough that price should not decide this one. Output tokens dominate the bill on both, so prompt length matters far less than response length.

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

Yes, and for most teams that beats picking one. A common split is Claude Sonnet 5.5 for everyday feature work and bug fixing and polished documents at mid-tier pricing, with GPT-6.1 Sol handling agentic coding and computer use when Astra's price is hard to justify. Since Claude Sonnet 5.5 is both the stronger and the cheaper option here, a split mainly makes sense if GPT-6.1 Sol covers a capability you specifically need.