Snowflakeopen-weight
Released: 2024-04-24Snowflake Arctic
Snowflake open-source enterprise MoE foundation model tailored for SQL generation and structured analytics.
Intelligence Index
76.0/ 100
Calibrated multi-domain compositeThroughput Speed
75tok/sec
Output streaming throughputTime To First Token
380ms
Initial chunk server latencyLiveBench Contam-Free
66.5%
September 2026 suite scoreSourced Benchmark Evaluations (2)
Verified performance across authoritative benchmarks with provenance tracking.| Benchmark | Status | Score | Trust | Date | Source Type | Provenance |
|---|---|---|---|---|---|---|
| ARC-AGI-2 | Nearing Saturation | 58.5% | 75 | 2024-05-22 | independent | Source ↗ |
| SWE-bench Verified | Saturated | 50.9% | 25 | 2024-05-03 | independent | Source ↗ |
Local Hardware Execution (Ollama)Hardware Compatible
# 1. Pull and execute model locally with Ollama
ollama run snowflake-arctic
# 2. Or invoke via local OpenAI-compatible endpoint
curl http://localhost:11434/v1/chat/completions \
-H "Content-Type: application/json" \
-d '{
"model": "snowflake-arctic",
"messages": [{"role": "user", "content": "Analyze reasoning chains on AIME 2026"}]
}'Evaluation & Sourcing Notes
Scores listed for Snowflake Arctic 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.