# Digest bake-off — round2

Sample: 2 video(s) from `plans/bakeoff/sample.json` (buckets: long), 6.96 audio-hours.
Sweep days are projected as measured seconds-per-audio-hour x 77298 corpus audio-hours, one lane, no parallelism.

| Candidate | Zero-yield chunks | Chapters/h | Rejection rate | Max gap | Generic | Dup | tok/s | s per audio-h | **Sweep days** |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| `gemma2:9b@8192/chunk-local` | 0/17 (0%) | 12.93 | 14.3% | 00:24:04 | 10% | 1.1% | 69.5 | 148 | **132.4** |
| `qwen2.5:7b@16384/chunk-local` | 1/9 (11.1%) | 9.34 | 41.4% | 01:27:48 | 20% | 3.1% | 366.8 | 28 | **25.1** |
| `qwen2.5:7b@8192/chunk-local` | 2/17 (11.8%) | 13.37 | 19.1% | 00:24:13 | 31.2% | 3.2% | 372.5 | 27 | **24.2** |
| `gemma2:9b@8192/absolute` | 3/17 (17.7%) | 11.07 | 28% | 01:04:07 | 5.2% | 0% | 72.2 | 143 | **127.9** |
| `qwen2.5:7b@8192/absolute` | 5/17 (29.4%) | 10.35 | 47.5% | 01:05:16 | 18.1% | 0% | 335.6 | 31 | **27.7** |
| `qwen2.5:7b@16384/absolute` | 3/9 (33.3%) | 8.19 | 50.4% | 01:27:48 | 17.5% | 0% | 348 | 30 | **26.8** |

## Rejections by guard

| Candidate | language-drift | non-monotonic | out-of-range | seam-duplicate |
| --- | --- | --- | --- | --- |
| `gemma2:9b@8192/chunk-local` | 0 | 10 | 5 | 0 |
| `qwen2.5:7b@16384/chunk-local` | 0 | 0 | 46 | 1 |
| `qwen2.5:7b@8192/chunk-local` | 7 | 2 | 13 | 0 |
| `gemma2:9b@8192/absolute` | 0 | 8 | 22 | 0 |
| `qwen2.5:7b@8192/absolute` | 0 | 0 | 65 | 0 |
| `qwen2.5:7b@16384/absolute` | 0 | 0 | 58 | 0 |

## Per-video

| Candidate | Video | Bucket | Chunks | Zero-yield | Chapters | Max gap | Engine s |
| --- | --- | --- | --- | --- | --- | --- | --- |
| `gemma2:9b@8192/chunk-local` | `rekietalaw/EsZhaCfc8HQ` | long | 8 | 0 | 44 | 00:20:28 | 503 |
| `gemma2:9b@8192/chunk-local` | `chrissie-mayr/cfLF2o2-0BA` | long | 9 | 0 | 46 | 00:24:04 | 527 |
| `qwen2.5:7b@16384/chunk-local` | `rekietalaw/EsZhaCfc8HQ` | long | 4 | 0 | 36 | 00:49:41 | 95 |
| `qwen2.5:7b@16384/chunk-local` | `chrissie-mayr/cfLF2o2-0BA` | long | 5 | 1 | 29 | 01:27:48 | 101 |
| `qwen2.5:7b@8192/chunk-local` | `rekietalaw/EsZhaCfc8HQ` | long | 8 | 0 | 47 | 00:23:02 | 86 |
| `qwen2.5:7b@8192/chunk-local` | `chrissie-mayr/cfLF2o2-0BA` | long | 9 | 2 | 46 | 00:24:13 | 105 |
| `gemma2:9b@8192/absolute` | `rekietalaw/EsZhaCfc8HQ` | long | 8 | 1 | 37 | 00:27:14 | 456 |
| `gemma2:9b@8192/absolute` | `chrissie-mayr/cfLF2o2-0BA` | long | 9 | 2 | 40 | 01:04:07 | 536 |
| `qwen2.5:7b@8192/absolute` | `rekietalaw/EsZhaCfc8HQ` | long | 8 | 2 | 32 | 00:54:51 | 105 |
| `qwen2.5:7b@8192/absolute` | `chrissie-mayr/cfLF2o2-0BA` | long | 9 | 3 | 40 | 01:05:16 | 109 |
| `qwen2.5:7b@16384/absolute` | `rekietalaw/EsZhaCfc8HQ` | long | 4 | 1 | 22 | 00:58:47 | 102 |
| `qwen2.5:7b@16384/absolute` | `chrissie-mayr/cfLF2o2-0BA` | long | 5 | 2 | 35 | 01:27:48 | 104 |

## Sample output (first chapters per video)

### `gemma2:9b@8192/chunk-local`

**rekietalaw/EsZhaCfc8HQ** (long, 03:28:17)

- 00:19:17 Introduction and Bronca's Take
- 00:20:36 Discussing the Shooting Incident
- 00:24:18 Andrew Wilson and His Comparison to a Serial Killer
- 00:24:54 Analyzing the Lawyer's Argument
- 00:26:32 The Fourth Amendment and Reasonable Belief
- 00:27:37 Minnesota Law and Police Shootings
- 00:42:50 ICE Jurisdiction and State Laws
- 00:48:03 The Incident: Vehicle Approach and Officer Orders

**chrissie-mayr/cfLF2o2-0BA** (long, 03:29:13)

- 00:20:33 Initial Reaction and Expectations
- 00:20:57 Humor and Critique of Masculinity
- 00:22:04 Addressing the 'Woke' Label
- 00:24:51 Comparison to Past Chick Flicks
- 00:26:37 The Impact of Online Movie Reviews
- 00:27:33 Ryan Gosling's Performance and Humor
- 00:44:41 Barbie's Throwaway Boyfriend and Teresa's Absence
- 00:51:40 The Appeal of Barbie History and Gender Differences

### `qwen2.5:7b@16384/chunk-local`

**rekietalaw/EsZhaCfc8HQ** (long, 03:28:17)

- 00:00:19 Introduction and Context
- 00:01:42 The Incident and Initial Analysis
- 00:05:15 Legal Justification for Use of Force
- 00:10:46 Use of Deadly Force and Self-Defense
- 00:14:18 Tactical Considerations and Officer Safety
- 00:19:05 The Role of Bystanders and Video Evidence
- 00:23:16 Public Perception and Media Coverage
- 00:30:48 Legal Analysis and Case Law

**chrissie-mayr/cfLF2o2-0BA** (long, 03:29:13)

- 01:27:49 Opinions on the Barbie movie
- 01:31:24 Trust in opinions based on experience
- 01:33:28 Comparison to other movies and remakes
- 01:35:38 Amy Schumer's involvement with the Barbie project
- 01:40:01 Discussion on feminism in the Barbie movie
- 01:43:27 Dreams of childhood and their impact
- 01:45:52 Barbie movies for a different age group
- 01:46:35 Introduction and Opening Remarks

### `qwen2.5:7b@8192/chunk-local`

**rekietalaw/EsZhaCfc8HQ** (long, 03:28:17)

- 00:00:19 Introduction and Context
- 00:02:15 Overview of the Incident
- 00:04:42 Legal Analysis of Use of Force
- 00:07:57 Discussion on Objective Reasonable Fear
- 00:11:15 Subjective Fear and Its Role
- 00:14:48 Minnesota's Specific Law on Use of Force
- 00:17:57 Impact of the Lawsuit on Objective Reasonable Fear Standard
- 00:21:15 Conclusion and Final Thoughts

**chrissie-mayr/cfLF2o2-0BA** (long, 03:29:13)

- 00:20:21 Personal enjoyment and expectations
- 00:20:57 Anti-male themes in the movie
- 00:22:04 Balancing empowerment with criticism
- 00:24:17 Target audience and gender dynamics
- 00:25:49 Impact of political correctness on entertainment
- 00:27:33 Ryan Gosling's humor in the film
- 00:51:45 Introduction and Personal Background
- 00:58:20 Discussion on the impact of moving to Alabama

### `gemma2:9b@8192/absolute`

**rekietalaw/EsZhaCfc8HQ** (long, 03:28:17)

- 00:19:17 Introduction and Bronca's Take
- 00:20:36 Discussing the Shooting Video
- 00:24:18 Andrew Wilson and Scarlett Hampton
- 00:25:00 Legal Analysis of the Shooting
- 00:27:32 Objective vs. Subjective Fear
- 00:27:58 Continuing the Legal Analysis
- 00:42:50 ICE Jurisdiction and State Laws
- 00:43:12 State Charges Against Federal Agents

**chrissie-mayr/cfLF2o2-0BA** (long, 03:29:13)

- 00:20:23 Barbie Movie Review - A Divided Opinion
- 00:21:48 The Pressure of Manhood and Womanhood
- 00:23:57 Barbie vs. Fight Club - A Comparison
- 00:26:19 The Political Brain Rot of Entertainment
- 00:27:48 Ryan Gosling's Ken - A Hilarious Performance
- 00:28:19 The Making of a Ken Doll - Ryan Gosling's Daughter
- 00:44:41 Barbie's Throwaway Boyfriend and Teresa's Absence
- 00:45:21 Greta Gerwig and the Brunettes of the World

### `qwen2.5:7b@8192/absolute`

**rekietalaw/EsZhaCfc8HQ** (long, 03:28:17)

- 00:01:36 Overview of the Incident
- 00:04:25 Use of Force Analysis
- 00:07:38 Legal Framework and Reasonable Fear
- 00:11:29 Subjective vs. Objective Reasonable Fear
- 00:14:56 Minnesota's Use of Force Law
- 00:18:37 Discussion with Bronca
- 00:22:41 Critique of Andrew Wilson's Analysis
- 00:25:34 Conclusion and Legal Implications

**chrissie-mayr/cfLF2o2-0BA** (long, 03:29:13)

- 00:19:56 Review of the movie
- 00:20:07 Enjoyment and target audience
- 00:20:34 Criticism of the review culture
- 00:21:55 Discussion on gender roles and pressures
- 00:24:07 Comparison with other movies
- 00:26:58 Sensationalism in movie reviews
- 01:08:05 Personal Background and Travel Plans
- 01:08:34 East Coast vs. Southern East Coast

### `qwen2.5:7b@16384/absolute`

**rekietalaw/EsZhaCfc8HQ** (long, 03:28:17)

- 00:01:23 The Incident and Initial Analysis
- 00:05:46 Legal Justification for Use of Force
- 00:17:28 Analysis of the Video Evidence
- 00:35:15 Police Authority and Self-Defense
- 00:44:12 Discussion on Legal Standards and Analysis
- 00:48:05 Video Evidence and Analysis
- 00:53:52 Imminence of Threat
- 00:56:02 Conclusion and Final Thoughts

**chrissie-mayr/cfLF2o2-0BA** (long, 03:29:13)

- 01:27:49 Disagreement about the impact of your opinion on others
- 01:28:06 Discussion on a potential conservative Barbie movie
- 01:28:54 Criticism of the original Barbie movie's content and tone
- 01:30:09 Comparison between different opinions on the same topic
- 01:31:00 Defense of a male reviewer's opinion on Barbie
- 01:32:05 Criticism of Ben Shapiro's review as overly negative and unbalanced
- 01:34:06 Discussion about potential Ken movies with Ryan Gosling
- 01:37:03 Exploration of different interpretations of feminism