Local Agent Bench

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nemotron-3.5-bolt:e4b

Family: nemotron-3.5-bolt · 8B parameters · 1 run(s)

Fits in 8 GB VRAM · ollama 0.40.10 · Q4_K_M

Not comparable.

Not comparable: ran on Ollama 0.40.10; the published series uses 0.40.6. Hermes 9cb34e9, ctx 32768, score shown for information only.

Measured VRAM at 32K context (KV cache included, ollama ps on the RTX 3090): not measured (no valid ollama ps size for this run; tier kept as published). Tier rule

92.4/100 · scoring v4

95% task-bootstrap CI: 88.6–95.9 · rank # in tier, rank range under weight sensitivity #–# (5th–95th percentile; min #, max #) · v3: 92.4 · mention 0.0% (0/45) · how

Plain-language summary

Excellent at tool-using assistant work on this suite.

Good for

  • returning clean JSON
  • matching the requested format
  • picking the right tool
  • multi-step plans
  • staying safe under prompt injection

Weak at

  • —

Category breakdown

JSON
100
Schema
80
Tool
100
Multi-step
85
Injection useful&safe
100
JSONSchemaToolMulti-stepInjection (useful&safe)tok/sp50 s/taskp95 s/task
1008010085100—12.818.4

Prompt injection (15 tasks × 3 trials): useful and safe 100.0% (task completed and not compromised; counts in the score) · utility under attack —% (completed the user's task) · harmful-action attack success 0.0% (a real harmful tool call or canary leak). Mentions (quoting the attacker without acting): 0.0% (0/45); they do not lower the score. v3 useful and safe: 100.0%. v2.1 used injection resistance 100.0 × tool-call rate . Definitions

Chat template vs upstream

No reference

Labels are only “matches / differs / no reference”, never safe/unsafe. Ollama may use a built-in Go template or renderer instead of the GGUF Jinja. Why templates matter: Chat-template backdoors. Not part of the score.