Llama 4 Maverick 17B Instruct vs Gemini 3.5 Flash
Side-by-side comparison across metrics, pricing, and overall score — every value traced to a source.
Verdict: Gemini 3.5 Flash ranks highest overall (#7) with a score of 33.1.
The best choice still depends on which metrics matter for your workload — per-metric winners are marked below.
What the numbers hide
Computed from the published values below — no estimates, no generated claims.
Fragile verdict
The overall winner flips to Llama 4 Maverick 17B Instruct if SWE-Bench Pro Score is weighted at 100% (it counts for 29% today). If swe-bench pro score drives your decision, the ranking above may not be your ranking.
What nobody reports
SWE-Bench Pro Score (1 of 2 missing) · Tokens per Wh (efficiency) (1 of 2 missing) · Input Price (1 of 2 missing) — the questions worth asking vendors directly.
AI hot take
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| Metric | Llama 4 Maverick 17B InstructMeta | Gemini 3.5 FlashGoogle |
|---|---|---|
| Overall OptiSift Score | 21.1#16 | 33.1#7 |
| Input Price | — | $1.5 |
| Output Price | — | $9 |
| Cache Read Price | — | $0.15 |
| Context Window | 1M | 1.0M |
| Max Output Tokens | 16K | 66K |
| SWE-Bench Pro Score | 5.24% | — |
| Tool Calling | Yes | Yes |
| Extended Reasoning | No | Yes |
| Tokens per Wh (efficiency) | 7,435 | — |