The local test rigMac Studio · Apple M4 Max · 64 GB unified memoryView the test rig →

Evaluation lab v2

Foundation · No published v2 results yet.

The archived pilot remains a separate historical evidence set.

Model + harness

Artifacts, screenshots, A/B comparisons and explicit harness configuration.

  • H01 · Brand board · 1.0.0
  • H02 · Precision edit (multi-step) · 1.0.0
  • H03 · Aurora / mesh gradient art · 1.0.0
  • H04 · Animated hero · 1.0.0
  • H05 · Interactive micro-app · 1.0.0
  • H06 · Data visualization dashboard with insights · 1.0.0

Task-level comparison

Planned views: same model at different effort settings; provider defaults; configured maxima; API versus local runtime. No global ranking.

Result
Validator evidence, components, completion status, replicates (3 or 5)
Effort
Provider-native labels; separate local reasoning configuration
Measurements
Latency, wall-clock, input/output/reasoning tokens, API cost
Runtime
Backend/version, weights revision, quantization, dtype, chat template, sampling, context, chip, memory, OS
Local performance
TTFT, tokens/s, peak unified memory where measured. API cost 0; hardware and energy costs not yet assessed.

Effort curves are comparable only within the same provider and model. Unavailable measurements remain unknown.