01.AIproprietary
Released: 2024-10-15

Yi-Lightning

01.AI ultra-cost-efficient inference model designed for low-latency agent loops and reasoning.

Intelligence Index
83.0/ 100
Calibrated multi-domain composite
Throughput Speed
110tok/sec
Output streaming throughput
Time To First Token
290ms
Initial chunk server latency
LiveBench Contam-Free
73.5%
September 2026 suite score

Sourced Benchmark Evaluations (2)

Verified performance across authoritative benchmarks with provenance tracking.
BenchmarkStatusScoreTrustDateSource TypeProvenance
ARC-AGI-2Nearing Saturation64%
75
2024-11-12independentSource ↗
SWE-bench VerifiedSaturated55.1%
25
2024-10-24independentSource ↗
OpenAI Compatible API ExecutionAPI Ready
from openai import OpenAI

client = OpenAI()
response = client.chat.completions.create(
    model="yi-lightning",
    messages=[{"role": "user", "content": "Evaluate multi-step logic problem"}],
    temperature=0.2
)
print(response.choices[0].message.content)

Evaluation & Sourcing Notes

Scores listed for Yi-Lightning represent verified evaluations extracted from official research papers, independent evaluation suites (HELM, LMSYS, OpenCompass, LiveBench), and verified audit reports.

All benchmarks marked as saturated or deprecated reflect historical performance where the benchmark no longer provides active discriminative power.