Model Detail
Gemini Flash
Perfect on the lighter messaging benchmark and cheap enough for low-stakes bulk tasks.
Cheap fast helper
- Rank
- #1 of 13
- Source
- Messaging benchmark canon
- Run date
01 · Benchmark score 100/100
02 · Source Messaging benchmark canon
03 · Role Cheap fast helper
Per-suite breakdown
Scorecard
Operator board #3
100/100 operator score
Messaging 100/100
Messaging Tool Planning v2
External canon Messaging benchmark only
Public benchmark references
Cost $1.75/M blended
Useful cheap helper, not yet proven on the hard pack.
Strengths
- Cheap
- Fast
- Perfect on lighter messaging tasks
Weaknesses
- Too lightly benchmarked for harder operator judgment
- Not enough evidence for safety-critical routing
Perfect on the lighter messaging benchmark and cheap enough for low-stakes bulk tasks.
Comparison
OperatorIndex Where Gemini Flash lands
- 01 Gemini 3.1 ProMessaging benchmark + external canon 100
- 01 Claude Sonnet 4.6Messaging benchmark + external canon 100
- 01 Gemini FlashMessaging benchmark canon 100
- 04 Claude Opus 4.6Operator Suite v2 95.3
- 05 GLM-5-TurboOperator Suite v2 95
- 06 Gemma 4 31BEnterprise Ollama 92
- 07 MiniMax M2.7Operator Suite v2 90.8
- 08 GPT-5.4External benchmark canon 88
- 09 Gemma 4 26BEnterprise Ollama 80
- 10 PrismML Bonsai 1.7BPrismML local benchmark 56
- 11 Qwen 3.6 27B NVFP4Enterprise oMLX 40
- 11 Qwen 3.6 27B MXFP4Enterprise oMLX 40
- 13 Qwen 3.6 27B 4bitEnterprise oMLX 20
Source artifacts
Raw machine-readable files for anyone who wants to dig deeper or run their own analysis.
- internal artifact memory/model-benchmark-reference.md