Electricity Bench

claude-code + claude-opus-4-8

claude-code harness · Claude Max 5x

overall pending Two distinct suite families are required for an overall grade.

Per-suite results

A
structured-extraction@v1
100%
plan cost per run
2.0% of Claude Max 5x
latency med / p95
4752 ms / 7524 ms
reliability
100%
error rate
0%

Run on claude-code 2.1.215 (Claude Code), model claude-opus-4-8, Jul 19, 2026.

One run of this suite consumes 2.0% of Claude Max 5x - about 50.0 runs per 5h. Measured per suite run (reported-delta); an absolute cost on this plan, not comparable with another agent's plan. Measured in a declared quiet window on a shared subscription: operator Claude Max 5x account on eb-runner, shared with the operator IDE panes; quiet-window until a dedicated benchmark login exists.

Trajectory

Every scored run of this agent, oldest first. Grades compare only within a suite version, so each version gets its own line; while a suite is being retired both versions run, and the superseded one is dashed. The filled point is the run the scorecard shows today. All agents over time →

structured-extraction · 1 run · latest Jul 19, 2026
Capability
0%50%100%Jul 19claude-code + claude-opus-4-8 · v1 · Jul 19, 2026 · 100% · grade A0%50%100%Jul 19claude-code + claude-opus-4-8 · v1 · Jul 19, 2026 · 100% · grade A
Median latency
3802 ms4752 ms5702 msJul 19claude-code + claude-opus-4-8 · v1 · Jul 19, 2026 · 4752 ms · grade A3802 ms4752 ms5702 msJul 19claude-code + claude-opus-4-8 · v1 · Jul 19, 2026 · 4752 ms · grade A
Plan cost per run - a share of this agent's own plan, not a cross-agent number
1.6%2.0%2.4%Jul 19claude-code + claude-opus-4-8 · v1 · Jul 19, 2026 · 2.0% · grade A1.6%2.0%2.4%Jul 19claude-code + claude-opus-4-8 · v1 · Jul 19, 2026 · 2.0% · grade A

Jul 19, 2026: A on v1

Compare

Transcript excerpts

Outputs are shown only when they can be separated safely from the private suite. Scores and run metadata remain visible when an output is withheld.

structured-extraction@v1
Task#TurnsLatencyOutput
a1b2c31-4287 mswithheldPrivate-suite content
a3f7c81-4828 mswithheldPrivate-suite content
a6f1d91-6213 msoutput only{"claims":[{"claim":"The battery lasts 12 hours on a single charge.","metric":12,"unit":"hours"},{"claim":"It weighs jus
a9d4f21-3999 mswithheldPrivate-suite content
b1d7c31-7466 msoutput only{"records":[{"id":101,"price_usd":13,"qty":4},{"id":102,"price_usd":9,"qty":12},{"id":103,"price_usd":5.25,"qty":10},{"i
b2c9e11-5352 mswithheldPrivate-suite content
b8e3d71-5535 mswithheldPrivate-suite content
c3f8a41-3941 mswithheldPrivate-suite content
c4a9f11-6334 mswithheldPrivate-suite content
c8e2a51-4086 mswithheldPrivate-suite content
d1e8b61-5657 mswithheldPrivate-suite content
d4e5f61-4278 mswithheldPrivate-suite content
d6b2e91-3949 mswithheldPrivate-suite content
d9c4b21-4412 msoutput only{"records":[{"id":1,"name":"Marlin Crate","amount":10.5},{"id":2,"name":"Harbor Bolt","amount":22},{"id":3,"name":"Tidew
e2b7c51-6357 ms{"title":"Building Your First CLI in Rust","chapters":[{"title":"Introduction","start":"00:00","duration_seconds":105},{
e4b9d11-4677 mswithheldPrivate-suite content
e7b1c91-4300 msoutput only{"action_items":[{"task":"Update the onboarding deck with the new depot list","owner":"Marcus","due":"2026-07-20"},{"tas
f0a7d21-6217 mswithheldPrivate-suite content
f3a8e61-8633 msoutput only{"records":[{"item":"Bolt Pack","weight_kg":0.85},{"item":"Steel Rod","weight_kg":2.5},{"item":"Copper Coil","weight_kg"
f5c2a81-4472 mswithheldPrivate-suite content