Model comparison

Claude Sonnet 4.6 vs Claude Sonnet 5.5

Compare published specifications, vendor API list prices and measured Borg performance. Both models are included in Borg.

Claude Sonnet 4.6

1,000,000 tokensContext window
1561 msMedian time to first token (gateway proxy)
46.4Output tokens per second (whole turn)
—Request success
$3 / $15Vendor API price in / out · per 1M

Claude Sonnet 5.5

1,000,000 tokensContext window
2640 msMedian time to first token (gateway proxy)
76.7Output tokens per second (whole turn)
—Request success
$2 / $10Vendor API price in / out · per 1M

Included in Borg

At a glance

SpecificationClaude Sonnet 4.6Claude Sonnet 5.5
ProviderAnthropicAnthropic
Release2026-02-17 Vendor source2026-09-28 Vendor source
Context1,000,000 tokens Vendor source1,000,000 tokens Vendor source
ModalitiesInput: text, image; output: textInput: text, image; output: text
Reasoning / thinking modesYes / Not publishedYes / Not published
Open weightsNoNo
Vendor API list price / 1M tokens$3 input / $15 output$2 input / $10 output
BorgIncluded in Borg subscriptionIncluded in Borg subscription

Measured on Borg

Metrics are not directly comparable to vendor benchmark claims. Models served different requests; this is observed gateway traffic, not a controlled head-to-head test.

Time to first token (gateway proxy)

Output tokens per second (whole turn)

MetricClaude Sonnet 4.6Claude Sonnet 5.5
Time to first token (gateway proxy) p501561 ms (1626 samples)2640 ms (35971 samples)
Tokens per second (end to end) p5046.4 output tokens per second (53610 samples)76.7 output tokens per second (86888 samples)
Request success rateNot publishedNot published
Coding bench pass rateNot publishedNot published
Measurement window, samples and methodology

The fleet reference is the median of published model medians, not a request-weighted result. Prompt lengths, reasoning settings and traffic differ between models.

Claude Sonnet 4.6: Measured on Borg: SearchAtlas AI Gateway production request logs. 30-day window ending 2026-10-08; 130584 requests. Minimum 100 samples per published request metric.

Claude Sonnet 5.5: Measured on Borg: SearchAtlas AI Gateway production request logs. 30-day window ending 2026-10-08; 94296 requests. Minimum 100 samples per published request metric.

Completion speed covers the whole turn including queueing and reasoning time; it is not a streaming tokens-per-second figure.

  • Time to first token (gateway proxy): time until the first streamed response event reaches the gateway; our closest available measure of time to first token
  • Tokens per second (end to end): tokens per second, end to end: provider-reported output tokens divided by the whole turn's elapsed time, including queueing and reasoning; not a streaming per-token rate

How to choose

Claude Sonnet 4.6 is listed for computer-use workflows in office applications, whereas Claude Sonnet 5.5 is listed for well-scoped bug fixes and code reviews. Choosing between Claude Sonnet 4.6 and Claude Sonnet 5.5 requires checking published specifications against observed Borg traffic for your workflow.

Key differences

SpecClaude Sonnet 4.6Claude Sonnet 5.5
Context window1,000,000 tokens Vendor source1,000,000 tokens Vendor source
Reasoning modesYes / Not publishedYes / Not published
Release date2026-02-17 Vendor source2026-09-28 Vendor source
API price input / 1M32 Lower listed rate
API price output / 1M1510 Lower listed rate
Time to first token (gateway proxy)1561 ms (1626 samples) Lower median2640 ms (35971 samples)
Output tokens per second (whole turn)46.4 output tokens/s (whole turn) (53610 samples)76.7 output tokens/s (whole turn) (86888 samples) Higher measured rate
Request successNot publishedNot published
Coding benchNot publishedNot published

FAQ

How do Claude Sonnet 4.6 and Claude Sonnet 5.5 compare for coding?

Claude Sonnet 4.6 has a Borg coding benchmark of not published; Claude Sonnet 5.5 has not published. The Claude Sonnet 4.6–Claude Sonnet 5.5 coding comparison cannot establish an overall winner from this small test alone.

How quickly do Claude Sonnet 4.6 and Claude Sonnet 5.5 start responding on Borg?

Borg median first response for Claude Sonnet 4.6 is 1,561 ms; for Claude Sonnet 5.5 it is 2,640 ms. The Claude Sonnet 4.6–Claude Sonnet 5.5 gateway medians are observations, not guaranteed latency for individual requests.

What are the API prices for Claude Sonnet 4.6 and Claude Sonnet 5.5?

The listed API rate for Claude Sonnet 4.6 is $3 input / $15 output per 1M tokens; for Claude Sonnet 5.5 it is $2 input / $10 output per 1M tokens. Neither Claude Sonnet 4.6 nor Claude Sonnet 5.5 has its Borg subscription charge represented by those provider API rates. Claude Sonnet 4.6 vendor source · Claude Sonnet 5.5 vendor source

Explore both models

Claude Sonnet 4.6 · Claude Sonnet 5.5 · Borg pricing

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