Claude Opus 4.7 vs Seed 1.8

Benchmark Performance

Available Benchmarks

No Protocol-Matched Benchmark Yet.Results appear here only when both models share the same benchmark version, metric, evaluation protocol, and evidence class.
FieldAt a Glance
Anthropic · activeClaude Opus 4.7Verified Sep 3, 2026
ByteDance Seed · activeSeed 1.8Verified Sep 3, 2026
Not a Valid ComparisonThese records do not share a sourced modality and workload.

Technical Differences

Side-by-Side Facts

Interactive only
FieldClaude Opus 4.7Seed 1.8
DeveloperAnthropicByteDance Seed
FamilyClaude 4Seed 1 8
ModelClaude Opus 4.7Seed 1.8
VersionClaude Opus 4.7Seed 1.8
Lifecycleactiveactive
Released2026-04-16Unknown
Knowledge cutoff2026-01-01Unknown
Input modalitiesUnknownText, Image
Output modalitiesUnknownText
Context window1,000,000Unknown
Total parametersUnknownUnknown
Active parametersUnknownUnknown
LicenseUnknownUnknown
Open weightsNoNo
API availableYesYes
Self-hostableNoNo
Provider accessAnthropic (Standard), Deepinfra (Standard)Unknown
Capabilitieschat, generation, reasoning, structured_outputs, toolschat, generation, reasoning, tools

9 comparable fields · 5 material differences · Interactive comparison only; indexing gate not met

Claude Opus 4.7 Capabilities

chatgenerationreasoningstructured outputstools
Input price$5.00
Output price$25.00
Serving providers2
Canonical IDanthropic/claude-opus-4-7

Seed 1.8 Capabilities

chatgenerationreasoningtools
Input price
Output price
Serving providers0
Canonical IDbytedance-seed/seed-1.8

Internal Comparison Graph

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Primary Evidence

Sources and Freshness

Questions

Claude Opus 4.7 vs Seed 1.8 FAQs

Is Claude Opus 4.7 or Seed 1.8 better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Claude Opus 4.7 and Seed 1.8, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, Claude Opus 4.7 or Seed 1.8?+

Only Claude Opus 4.7 has a directly sourced input price: $5.00 per million tokens. Only Claude Opus 4.7 has a directly sourced output price: $25.00 per million tokens.

Which has a larger context window, Claude Opus 4.7 or Seed 1.8?+

Neither model has a larger sourced context window in this comparison. Claude Opus 4.7 is 1,000,000 and Seed 1.8 is —.

Which performs better in benchmarks, Claude Opus 4.7 or Seed 1.8?+

There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.

Can Claude Opus 4.7 or Seed 1.8 be self-hosted?+

Both models have the same recorded self-hosting status: unsupported. Claude Opus 4.7 is not marked open weight; Seed 1.8 is not marked open weight.

Can Claude Opus 4.7 and Seed 1.8 understand images?+

Claude Opus 4.7 is not documented with image input; Seed 1.8 is documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Claude Opus 4.7 or Seed 1.8?+

Neither has a larger sourced maximum output. Claude Opus 4.7 is 128,000 and Seed 1.8 is —.

Do Claude Opus 4.7 and Seed 1.8 support reasoning and tool use?+

Claude Opus 4.7: reasoning and tool calling. Seed 1.8: reasoning, tool calling, and image input. Feature support does not establish relative quality.

Which is available from more inference providers, Claude Opus 4.7 or Seed 1.8?+

Claude Opus 4.7 has 2 sourced provider routes; Seed 1.8 has 0, so Claude Opus 4.7 has broader tracked availability.

Which offers better value, Claude Opus 4.7 or Seed 1.8?+

There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.

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