Compare / head-to-head

Dola Seed 2.0 LitevsKimi K2.5

Kimi K2.5 leads 4 of 6 shared benchmarks. Both offer a 256K-token context window.

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

Shared benchmarks
2 – 4
Kimi K2.5 leads
Cheaper per token
—
list price, input + output
Larger context
Tie
both 256K tokens
Providers
2 providers
ByteDance Seed · Moonshot AI
Dola Seed 2.0 Lite
ByteDance Seed · released 2026-02-14
textvisionaudiovideo
Context
256K
Max out
128K
Input /1M
$0.25 ↗
Output /1M
$2 ↗
Cached /1M
$0.05
Scores
15 · 7 core
Kimi K2.5
Moonshot AI · released 2026-01-27
textvisionvideo
Context
256K
Max out
—
Input /1M
—
Output /1M
—
Cached /1M
—
Scores
26 · 14 core
Quality

Benchmark matrix

BenchmarkDola Seed 2.0 LiteKimi K2.5ΔEdge
Reported by both · 6
MMLU-Pro87.7% ↗87.1% ↗+0.6 ptDola Seed 2.0 Lite
AIME 202593% ↗96.1% ↗-3.1 ptKimi K2.5
BrowseComp72.1% ↗60.6% ↗+11.5 ptDola Seed 2.0 Lite
LiveCodeBench (v6)81.7% ↗85% ↗-3.3 ptKimi K2.5
SimpleQA Verified24% ↗34.3% ↗epoch run-10.3 ptKimi K2.5
SWE-Bench Pro46% ↗50.7% ↗-4.7 ptKimi K2.5
Only Dola Seed 2.0 Lite reports · 9
GPQA Diamond85.1% ↗not reported——
ARC-AGI-214.8% ↗not reported——
HLE (no tool, text only)28.2% ↗not reported——
MMMU83.7% ↗not reported——
SWE Bench Verified73.5% ↗not reported——
SWE Multilingual64.4% ↗not reported——
Terminal Bench 2.0 (Terminus2)45% ↗not reported——
WideSearch74.5% ↗not reported——
τ2-Bench (retail)90.9% ↗not reported——
Only Kimi K2.5 reports · 20
SWE-bench Verifiednot reported76.8% ↗——
LMArena Elonot reported1450.1 ↗——
GPQA-Diamondnot reported87.6% ↗——
HLE-Fullnot reported30.1% ↗——
HLE-Full (w/ tools)not reported50.2% ↗——
HMMT 2025 (Feb)not reported95.4% ↗——
IMO-AnswerBenchnot reported81.8% ↗——
LMArena Vision (LMArena)not reported1252.2 ↗——
LMArena WebDev (LMArena)not reported1435.8 ↗——
MMMU-Pronot reported78.5% ↗——
OSWorld-Verified (XLANG)not reported63.3% ↗——
SAGE (Vals AI)not reported49.9% ↗——
SimpleBench (SimpleBench)not reported46.8% ↗——
SWE-Bench Multilingualnot reported73% ↗——
SWE-bench Verified (Epoch AI run)not reported73.8% ↗epoch run——
Terminal Bench 2.0not reported50.8% ↗——
Toolathlon-Verified (HKUST)not reported33% ↗——
Vending-Bench 2 (Andon Labs)not reported1198.46 ↗——
VideoMMMUnot reported86.6% ↗——
WeirdML (Håvard Tveit Ihle)not reported45.6% ↗——
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 Dola Seed 2.0 Lite minus Kimi K2.5 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

SpecDola Seed 2.0 LiteKimi K2.5Edge
Context window256K tokens256K tokensTie
Max output128K tokens——
Input price / 1M$0.25 ↗——
Output price / 1M$2 ↗——
Cached input / 1M$0.05 ↗——
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$2.25——
Modalitiestext · vision · audio · videotext · vision · videoDola Seed 2.0 Lite
Released2026-02-142026-01-27—
Cited benchmark scores1526—
Reliability

Provider status

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Dola Seed 2.0 Lite vs …

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