Model comparison

Claude Opus 5.5 vs Muse Spark 1.3

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

Claude Opus 5.5

1,000,000 tokensContext window
2946 msMedian time to first token (gateway proxy)
60Output tokens per second (whole turn)
—Request success
$4 / $20Vendor API price in / out · per 1M

Muse Spark 1.3

1,048,576 tokensContext window
5938 msMedian time to first token (gateway proxy)
26.2Output tokens per second (whole turn)
—Request success
$1.25 / $4.25Vendor API price in / out · per 1M

Included in Borg

At a glance

SpecificationClaude Opus 5.5Muse Spark 1.3
ProviderAnthropicMeta
Release2026-09-22 Vendor source2026-09-02 Vendor source
Context1,000,000 tokens Vendor source1,048,576 tokens Vendor source
ModalitiesInput: text, image; output: textInput: text, image, video, audio, PDF; output: text
Reasoning / thinking modesYes / Not publishedYes / Not published
Open weightsNoNo
Vendor API list price / 1M tokens$4 input / $20 output$1.25 input / $4.25 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 Opus 5.5Muse Spark 1.3
Time to first token (gateway proxy) p502946 ms (75410 samples)5938 ms (1912 samples)
Tokens per second (end to end) p5060 output tokens per second (203387 samples)26.2 output tokens per second (1928 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 Opus 5.5: Measured on Borg: SearchAtlas AI Gateway production request logs. 30-day window ending 2026-10-08; 220887 requests. Minimum 100 samples per published request metric.

Muse Spark 1.3: Measured on Borg: SearchAtlas AI Gateway production request logs. 30-day window ending 2026-10-08; 2340 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 Opus 5.5 is listed for long-running agentic coding across repositories, whereas Muse Spark 1.3 is listed for long-horizon coding with changing requirements. Choosing between Claude Opus 5.5 and Muse Spark 1.3 requires checking published specifications against observed Borg traffic for your workflow.

Key differences

SpecClaude Opus 5.5Muse Spark 1.3
Context window1,000,000 tokens Vendor source1,048,576 tokens Vendor source Larger context
Reasoning modesYes / Not publishedYes / Not published
Release date2026-09-22 Vendor source2026-09-02 Vendor source
API price input / 1M41.25 Lower listed rate
API price output / 1M204.25 Lower listed rate
Time to first token (gateway proxy)2946 ms (75410 samples) Lower median5938 ms (1912 samples)
Output tokens per second (whole turn)60 output tokens/s (whole turn) (203387 samples) Higher measured rate26.2 output tokens/s (whole turn) (1928 samples)
Request successNot publishedNot published
Coding benchNot publishedNot published

FAQ

How do Claude Opus 5.5 and Muse Spark 1.3 compare for coding?

Claude Opus 5.5 has a Borg coding benchmark of not published; Muse Spark 1.3 has not published. The Claude Opus 5.5–Muse Spark 1.3 coding comparison cannot establish an overall winner from this small test alone.

How quickly do Claude Opus 5.5 and Muse Spark 1.3 start responding on Borg?

Borg median first response for Claude Opus 5.5 is 2,946 ms; for Muse Spark 1.3 it is 5,938 ms. The Claude Opus 5.5–Muse Spark 1.3 gateway medians are observations, not guaranteed latency for individual requests.

What are the API prices for Claude Opus 5.5 and Muse Spark 1.3?

The listed API rate for Claude Opus 5.5 is $4 input / $20 output per 1M tokens; for Muse Spark 1.3 it is $1.25 input / $4.25 output per 1M tokens. Neither Claude Opus 5.5 nor Muse Spark 1.3 has its Borg subscription charge represented by those provider API rates. Claude Opus 5.5 vendor source · Muse Spark 1.3 vendor source

Explore both models

Claude Opus 5.5 · Muse Spark 1.3 · Borg pricing

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