AI agents · OpenClaw · self-hosting · automation

Quick Answer

Claude Opus 5.5 vs GPT-6 Sol: $4/$20 vs $2/$10 (Sep 2026)

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The short answer

GPT-6 Sol is the cheaper model; Claude Opus 5.5 is the better one, and the gap is large. Both launched on September 22, 2026, roughly an hour apart. Artificial Analysis scored Opus 5.5 at 58 and GPT-6 Sol at 48 on the same Intelligence Index version, a ten-point spread that puts Opus 5.5 above GPT-6 Astra and Sol level with GPT-5.6. Sol costs half as much per token ($2/$10 vs $4/$20), but per task the saving is closer to 20% at Sol’s ceiling, and Opus 5.5 reaches scores Sol cannot. Pick Sol for bounded, high-volume agent work; pick Opus 5.5 when the task is open-ended.

Side by side

Claude Opus 5.5GPT-6 Sol
ReleasedSeptember 22, 2026September 22, 2026
Price (in / cached / out per MTok)$4 / $0.20 / $20$2 / $0.20 / $10
Cache write$5 (5m), $8 (1h)$2.50
Fast mode$8 / $40, up to 2.5x speed (API only)2x price
Context / max output1M / 128K1.05M (922K max input) / 128K
Long-prompt surchargeNone>272K input: 2x in, 1.5x out
Knowledge cutoffJune 2026April 20, 2026
ThinkingAdaptive, always on; default mediumEffort none → max; default medium
Forced tool useNot supportedSupported
AA Intelligence Index58 (max)48 (max)
Terminal-Bench 4.066.4% (Anthropic), 59.6% (AA)Not published
DeepSWE v1.1Not published68.8% (max)
AutomationBench40.0% (Zapier, safeguards counted as failures)33.2% (xhigh), $0.27/task
GDPval-AA v2.11846 EloNot published
CloudsAnthropic, AWS, GCP, AzureOpenAI, Azure
SafeguardsFable-class cyber/bio fallbacksStandard

The benchmark picture

The two labs benchmarked against different targets, so direct rows are scarce. What overlaps:

  • AutomationBench (Zapier): Opus 5.5 40.0% versus Sol 33.2%. Sol’s number comes with a cost: $0.27 per task, which OpenAI says is 9% of Claude Opus 5’s cost at max. Anthropic’s Opus 5.5 run counted safeguard interventions as failures, so its true score is likely higher.
  • Intelligence Index (Artificial Analysis): 58 versus 48. Opus 5.5 leads six of ten sub-evaluations outright; Sol’s index barely moved from GPT-5.6 Sol’s 47.
  • Coding: Anthropic reports Opus 5.5 beating GPT-6 Astra on FrontierCode at ~20% of the cost per task; OpenAI reports Sol matching Fable 5.1 xhigh on FrontierCode at “much lower cost” and 68.8% on DeepSWE. Both claims can be true; Sol is a strong coder for its price, Opus 5.5 is stronger.
  • Computer use: Sol 60.5% on OSWorld 2.0 offline; Opus 5.5 81.8% partial on OSWorld 2.0 (different reporting bases, so not directly comparable, but the ordering is unlikely to flip).

Cost per task, worked

List prices say Sol is 50% cheaper. Independent cost-per-task data narrows that:

SettingIndex scoreCost per AA task
GPT-6 Sol, max47.5~$1.06
Claude Opus 5.5, medium (default)51.2~$1.34
Claude Opus 5.5, max58Higher; ~119K output tokens/task

So at the top of Sol’s range you pay about 20% less per task than Opus 5.5’s default, for about four fewer index points. Below that, Sol at low or medium effort is the cheaper way to reach any score up to roughly 44. Above 48, only Opus 5.5 is on the menu.

Example, 1,000 agent turns with 30K input (80% cached) and 5K output:

  • Opus 5.5: input (24K × $0.20 + 6K × $4) = $0.0288; output 5K × $20 = $0.10 → $0.129/turn, $129 total
  • GPT-6 Sol: input (24K × $0.20 + 6K × $2) = $0.0168; output 5K × $10 = $0.05 → $0.067/turn, $67 total

Identical cache-read prices mean the more of your prompt is cached, the smaller Sol’s percentage advantage gets.

When GPT-6 Sol wins

  • Bounded, repeatable agent tasks where you can verify output (tests pass, schema validates). Sol’s factuality halved its error rate versus GPT-5.6 Sol, and $0.27 per AutomationBench task is hard to beat.
  • You need forced tool use (tool_choice: {"type": "tool"}), which Opus 5.5 rejects.
  • OpenAI-only stacks: Codex, ChatGPT Work, the Responses API’s hosted_shell and apply_patch tools.
  • Prompts you can keep under 272K tokens. Over that, Sol reprices to $4/$15 and the input-price advantage disappears.

When Claude Opus 5.5 wins

  • Open-ended engineering: migrations, audits, multi-hour terminal sessions. Terminal-Bench 4.0 66.4% and a 200,000-line audit in under three hours.
  • Knowledge work with an accuracy bar: GDPval-AA 1846 Elo; 16 of 18 fact-checked reports passed Anthropic’s zero-invented-figures test where Opus 5 and Fable 5.1 passed none.
  • Very long context: no repricing on 1M tokens.
  • Security posture: ties Fable 5.1 for lowest prompt-injection success rate on Gray Swan’s benchmark, 85% fewer containment-boundary attempts than Opus 5.
  • Clearer output: the writing rework was the most-requested Opus fix.

The migration angle

If you are on GPT-5.6 Sol ($4/$20) today, both options are strictly better: GPT-6 Sol halves your bill with no code change; Opus 5.5 keeps your bill and adds ten index points at the cost of a provider switch and four API differences (see How to migrate to Claude Opus 5.5). If you are on Claude Opus 5 ($5/$25), Opus 5.5 is a same-provider upgrade that also cuts cost; see Opus 5.5 vs Opus 5.

Many teams will end up with both: Sol as the high-volume worker, Opus 5.5 as the escalation model. Identical $0.20 cache-read pricing makes that split unusually clean to budget.

Last verified: September 23, 2026.

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