Human Frontier
88.2
Human-calibrated frontier signal, backed by Arena-style preference evidence and separate from raw AgMoBench benchmark composite scores.
Blended Price
$1.71/M
Input Price
$0.95/M
Output Price
$4.00/M
Speed
—
TTFT
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Axes
Filters
Providers
v2026.06 · official-100-task · Kimi K2.6 · harness mini-swe-agent · 1 attempt · pass@1 · harbor:snorkel-ai/senior-swe-bench-v2026.06 · provider moonshotai/kimi-k2.6 · record kimi-k2-6-mini-swe · run 8b3a3d926c6f93221f2f3d40f0007ec45548bfc629a850c32391fa9e9fc7437d
{
"taskCount": 100,
"agentGroup": "mini-swe-agent:kimi-k2.6",
"basicPassAt1": 24.705882352941178,
"datasetPackage": "snorkel-ai/senior-swe-bench-v2026.06",
"publicTaskCount": 50,
"tastefulPassAt1": 9.411764705882353,
"agentDescription": "Moonshot Kimi K2.6 via mini-swe-agent harness (Portkey→OpenRouter)",
"privateTaskCount": 50,
"upstreamProvider": "kimi",
"upstreamRunCount": 50,
"averageAgentSteps": 221.73863636363637,
"averageOutputTokens": 513130.6477272727,
"averageTotalCostUsd": 2.6998195050681817,
"averageOutputCostUsd": 1.74977550875
}Evidence observed 2026-07-01
vcontinuous-leaderboard · tasks-created:2026-03-01:2026-05-15 · Kimi K2.6 · harness swe-rebench-react@tools · 5 attempts · pass@1 · swe-rebench:standardized:128k-or-model-limit · provider Kimi K2.6__tools · record Kimi K2.6__tools:1772323200000:1778803200000
{
"passAt5": 64.54545454545455,
"developer": "moonshot",
"instanceType": "model",
"contextPolicy": "128k unless the model supports less",
"attemptsPerTask": 5,
"totalTokenUsage": 2466976.5963636367,
"modelReleaseDate": "2026-03-01",
"scoreStandardError": 1.2662171161076474,
"cachedTokenPercentage": 90.35377561544833,
"modelReleaseTimestamp": 1772323200000,
"standardContextTokens": 128000,
"averageInstanceCostUsd": 0.6078855246545455,
"potentialContamination": false,
"aggregateTaskRangeTimestamp": {
"to": 1778803200000,
"from": 1772323200000
},
"publishedTaskRangeTimestamp": {
"to": 1778803200000,
"from": 1772323200000
}
}Evidence observed 2026-05-15