In logged Qwen3-235B no-think jobs, gate arms used fewer agent tokens and completed faster than the raw and checklist arms despite adding matcher calls; the checklist was the most token-expensive because rendered state accumulated in history.

Reported and observed measurements

Assessments (0)

No immutable Assessment has been published for this Claim yet.

Runs (0)

No execution has been linked to this Claim yet.

Each row is a measurement with its reported value, latest available observation, and cumulative evidence state.
Metric and conditions	Reported	Latest observation	Evidence judgment
arm: raw transcript · brief: original · model: Qwen3-235B · steps: 10 · density: 0.15 · reasoning: no-think	103.6 thousand tokens	—	Not assessed
arm: raw transcript · brief: original · model: Qwen3-235B · steps: 10 · density: 0.15 · reasoning: no-think	3 thousand tokens	—	Not assessed
arm: raw transcript · brief: original · model: Qwen3-235B · steps: 10 · density: 0.15 · reasoning: no-think	106.6 thousand tokens	—	Not assessed
arm: raw transcript · brief: original · model: Qwen3-235B · steps: 10 · density: 0.15 · reasoning: no-think	1 ratio	—	Not assessed
arm: text checklist · brief: original · model: Qwen3-235B · steps: 10 · density: 0.15 · reasoning: no-think	140.1 thousand tokens	—	Not assessed
arm: text checklist · brief: original · model: Qwen3-235B · steps: 10 · density: 0.15 · reasoning: no-think	2.7 thousand tokens	—	Not assessed
arm: text checklist · brief: original · model: Qwen3-235B · steps: 10 · density: 0.15 · reasoning: no-think	142.8 thousand tokens	—	Not assessed
arm: text checklist · brief: original · model: Qwen3-235B · steps: 10 · density: 0.15 · reasoning: no-think	1.34 ratio	—	Not assessed
arm: directive gate · brief: original · model: Qwen3-235B · steps: 10 · density: 0.15 · reasoning: no-think	95.7 thousand tokens	—	Not assessed
arm: directive gate · brief: original · model: Qwen3-235B · steps: 10 · density: 0.15 · reasoning: no-think	2.2 thousand tokens	—	Not assessed
arm: directive gate · brief: original · model: Qwen3-235B · steps: 10 · density: 0.15 · reasoning: no-think	97.9 thousand tokens	—	Not assessed
arm: directive gate · brief: original · model: Qwen3-235B · steps: 10 · density: 0.15 · reasoning: no-think	0.92 ratio	—	Not assessed

Metric and conditions

Reported

Latest observation

Evidence judgment

arm: raw transcript · brief: original · model: Qwen3-235B · steps: 10 · density: 0.15 · reasoning: no-think

103.6 thousand tokens

—

Not assessed

arm: raw transcript · brief: original · model: Qwen3-235B · steps: 10 · density: 0.15 · reasoning: no-think

3 thousand tokens

—

Not assessed

arm: raw transcript · brief: original · model: Qwen3-235B · steps: 10 · density: 0.15 · reasoning: no-think

106.6 thousand tokens

—

Not assessed

arm: raw transcript · brief: original · model: Qwen3-235B · steps: 10 · density: 0.15 · reasoning: no-think

1 ratio

—

Not assessed

arm: text checklist · brief: original · model: Qwen3-235B · steps: 10 · density: 0.15 · reasoning: no-think

140.1 thousand tokens

—

Not assessed

arm: text checklist · brief: original · model: Qwen3-235B · steps: 10 · density: 0.15 · reasoning: no-think

2.7 thousand tokens

—

Not assessed

arm: text checklist · brief: original · model: Qwen3-235B · steps: 10 · density: 0.15 · reasoning: no-think

142.8 thousand tokens

—

Not assessed

arm: text checklist · brief: original · model: Qwen3-235B · steps: 10 · density: 0.15 · reasoning: no-think

1.34 ratio

—

Not assessed

arm: directive gate · brief: original · model: Qwen3-235B · steps: 10 · density: 0.15 · reasoning: no-think

95.7 thousand tokens

—

Not assessed

arm: directive gate · brief: original · model: Qwen3-235B · steps: 10 · density: 0.15 · reasoning: no-think

2.2 thousand tokens

—

Not assessed

arm: directive gate · brief: original · model: Qwen3-235B · steps: 10 · density: 0.15 · reasoning: no-think

97.9 thousand tokens

—

Not assessed

arm: directive gate · brief: original · model: Qwen3-235B · steps: 10 · density: 0.15 · reasoning: no-think

0.92 ratio

—

Not assessed

Reported and observed measurements

Assessments (0)

Runs (0)

Measurement results