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Claude Sonnet 5vsDola Seed 2.0 Pro

Claude Sonnet 5 leads 2 of 3 shared benchmarks. Dola Seed 2.0 Pro is 3.4x cheaper per token. Claude Sonnet 5 has the larger context window (1M tokens).

Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.

Shared benchmarks
2 – 1
Claude Sonnet 5 leads
Cheaper per token
Dola Seed 2.0 Pro
3.4x cheaper, input + output
Larger context
Claude Sonnet 5
1M tokens
Provider uptime (30d)
100% · —
Anthropic · ByteDance Seed
Claude Sonnet 5
Anthropic · released 2026-06-30
textvision
Context
1M
Max out
128K
Input /1M
$2
Output /1M
$10
Cached /1M
$0.2
Scores
8 · 8 core
Dola Seed 2.0 Pro
ByteDance Seed · released 2026-02-16
textvisionvideo
Context
256K
Max out
Input /1M
$0.5
Output /1M
$3
Cached /1M
Scores
14 · 9 core
Quality

Benchmark matrix

BenchmarkClaude Sonnet 5Dola Seed 2.0 ProΔEdge
Reported by both · 3
SWE-bench Verified85.2% 76.5% +8.7 ptClaude Sonnet 5
GPQA Diamond90.5% epoch92.4% -1.9 ptDola Seed 2.0 Pro
Humanity's Last Exam (no tools)43.2% 33.3% +9.9 ptClaude Sonnet 5
Only Claude Sonnet 5 reports · 5
FrontierMath Tier 4 v2 (Epoch AI run)29.3% epochnot reported
FrontierMath Tiers 1-3 v2 (Epoch AI run)65.6% epochnot reported
Humanity's Last Exam (with tools)57.4% not reported
OTIS Mock AIME 2024-2025 (Epoch AI run)94.7% epochnot reported
SimpleQA Verified33.7% epochnot reported
Only Dola Seed 2.0 Pro reports · 11
MMLU-Pronot reported90.1%
AIME 2025not reported99%
LMArena Elonot reported1447.6
BFCL v4not reported73.4%
BrowseCompnot reported77.3%
DeepResearchBenchnot reported53.3%
HLE-Verifiednot reported73.6%
SciCodenot reported48.5%
SWE-bench Multilingualnot reported71.7%
SWE-bench Pronot reported46.9%
Terminal-Bench 2.0not reported55.8%
Scores tagged "epoch" or "matharena" are independent runs, used only where the lab has not published its own; ⚠ marks rows MathArena flags as released after the competition. Higher is better on every row. Δ is Claude Sonnet 5 minus Dola Seed 2.0 Pro in the benchmark's own unit. "Not reported" means the lab has not published that figure; it is not a zero. ↗ opens the source.
Specs & pricing

Side by side

SpecClaude Sonnet 5Dola Seed 2.0 ProEdge
Context window1M tokens256K tokensClaude Sonnet 5
Max output128K tokens
Input price / 1M$2 $0.5 Dola Seed 2.0 Pro
Output price / 1M$10 $3 Dola Seed 2.0 Pro
Cached input / 1M$0.2
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$12$3.5Dola Seed 2.0 Pro
Modalitiestext · visiontext · vision · videoDola Seed 2.0 Pro
Released2026-06-302026-02-16
Cited benchmark scores814
Reliability

Provider status

All providers
More matchups

Claude Sonnet 5 vs …

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