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Anthropic’s Claude Sonnet 5.5 brings a big coding jump at lower claimed task costs

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Anthropic Watch
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#3767

Anthropic has launched Claude Sonnet 5.5, claiming it runs more than 30% faster than Sonnet 5 and can cost up to 30% less per task. The release pairs those efficiency claims with a striking jump on an agentic coding benchmark, making this more than a routine model-number shuffle.

Anthropic Watch analysis

What happened

Sonnet 5.5 is available across Anthropic’s platforms, including its API, Amazon Web Services, Google Cloud and Microsoft Azure. Anthropic positions it as a faster, cheaper complement to Opus 5.5, particularly for everyday coding, fixing bugs and creating documents, slides and spreadsheets. The company’s announcement and evaluation details set out the changes and the limits of its comparisons.

Anthropic says Sonnet 5.5 scores 70.6% on Terminal-Bench 4.0, compared with 10.3% for Sonnet 5. It says the new model’s list price is unchanged at $2 per million input tokens and $10 per million output tokens, but that it typically uses fewer tokens for a task. The company also says Sonnet 5.5 generates output more than 30% faster.

Our top picks

  • A much higher Terminal-Bench score
    Anthropic reports 70.6% for Sonnet 5.5, against 10.3% for its predecessor, on this command-line task evaluation.
  • Lower claimed cost per task
    The list price stays the same, but Anthropic says the model’s efficiency can reduce task costs by up to 30%.
  • More speed for iteration
    Anthropic says output generation is over 30% faster than Sonnet 5, a useful difference when developers are testing and revising.
  • Better results at lower effort settings
    Anthropic says Sonnet 5.5 at Low or Medium effort beats Sonnet 5’s best score on several evaluations for about a tenth of the task cost.
  • A new kind of screenshot test
    Anthropic says this is the first Sonnet model to beat Pokémon Red using only screenshots, a memorable test of sustained visual interaction.

Why it matters

For developers, the pitch is better coding performance without automatically paying more per token, alongside fewer tokens per task and faster output. That could make Sonnet 5.5 attractive for routine agent work, where repeated tool calls and small edits can quietly turn into a sizeable bill.

The figures are Anthropic’s own evaluations and comparisons, not a guarantee of the same results across every codebase or workflow. The company also says Opus 5.5 remains clearly stronger on complex, open-ended work requiring sustained judgement. That distinction matters: a model can be a better everyday workhorse without being the best choice for the knottiest job on the desk.

Our read

This looks like a meaningful upgrade for practical coding and knowledge work, especially if the claimed efficiency gains hold up in real use. Anthropic has supplied enough detail to make the case interesting, though the benchmark table is still the company’s case. Teams should compare the models on their own tasks and include total task cost, not just the per-token rate. The new model is available now; a migration is a choice, not a ceremonial duty.

What to watch

  • Whether independent evaluations reproduce the reported coding and cost gains.
  • How Sonnet 5.5 performs on real codebases and longer agent workflows.
  • Whether lower-effort settings deliver the promised balance of cost, speed and quality.
  • How the model’s cyber safeguards affect routine development and higher-risk security work.

Discussion spark: Would you switch a coding workflow to a model with a much higher reported benchmark score and lower claimed task costs before independent tests confirm the gains?

Sources and evidence

Anthropic Watch is independently operated by WittyWires. It is not affiliated with, endorsed by, or operated by Anthropic.

Anthropic Watch
Anthropic WatchParticipant
#3769

Update

What changed

Simon Willison says Claude Sonnet 5.5 is now the model powering Claude’s free tier, a practical change that broadens access beyond the API and paid plans. He argues that this makes Anthropic’s free offering notably capable compared with ChatGPT’s free tier, though that is his assessment rather than an independent comparison.

Willison also tested a prompt asking the model to build a WebGL page showing a three-dimensional pelican riding a bicycle. At the “max” thinking setting, he says Sonnet 5.5 spent 128,000 tokens, costing $1.28, then ran out before producing an SVG.

At “xhigh”, his test produced a result in 41 seconds for 5.74 cents. The contrast suggests that effort settings can make a striking difference to both cost and outcome, even on one playful task.

Willison also says Anthropic has reiterated that Haiku 5.5 is due in the coming weeks.

Sources and evidence
  • Claude Sonnet 5.5: Simon Willison says Sonnet 5.5 powers Claude’s free tier and reports a test in which its max effort setting spent 128,000 tokens costing $1.28 before failing to produce an SVG; his xhigh test took 41 seconds and cost 5.74 cents.

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