逐输入变化，保留比较顺序

直接展示 version-deltas.csv 的原始前后配对；原文件的 .79 → .78 → .77 顺序保持不变，和总览的版本顺序不同。负耗时差只表示本次观察更快，需与终态及内容一起解读。

原试次 → 后试次	输入	终态变化	回复秒数变化	差值 / 秒	模型次数差	工具次数差
.67 → .68	C01/U1	failed → completed	173.6 → 32.3	-141.2	-14	-11
.67 → .68	C02/U1	failed → completed	306.2 → 76.1	-230.1	-27	-26
.67 → .68	C03/U1	completed → completed	134.1 → 50.5	-83.5	-10	-11
.67 → .68	C04/U1	completed → completed	384.4 → 100.4	-284.0	-30	-25
.67 → .68	C05/U1	completed → completed	145.9 → 123.9	-22.0	0	0
.67 → .68	C06/U1	completed → completed	478.4 → 81.2	-397.2	-33	-30
.67 → .68	C07/U1	completed → completed	43.6 → 50.8	7.2	2	2
.67 → .68	C07/U2	completed → completed	70.6 → 85.0	14.4	3	3
.67 → .68	C08/U1	failed → completed	150.5 → 44.4	-106.1	-11	-8
.67 → .68	C08/U2	completed → completed	46.9 → 52.3	5.5	0	0
.67 → .68	C09/U1	completed → completed	169.4 → 68.6	-100.7	-13	-14
.67 → .68	C09/U2	completed → completed	341.6 → 118.6	-223.0	-20	-16
.67 → .68	C10/U1	completed → completed	268.3 → 70.8	-197.5	-23	-27
.67 → .68	C10/U2	completed → completed	305.6 → 105.4	-200.2	-20	-18
.68 → .69	C01/U1	completed → completed	32.3 → 57.9	25.5	3	3
.68 → .69	C02/U1	completed → completed	76.1 → 72.6	-3.5	2	1
.68 → .69	C03/U1	completed → completed	50.5 → 38.5	-12.1	-1	-2
.68 → .69	C04/U1	completed → completed	100.4 → 39.8	-60.7	-3	-5
.68 → .69	C05/U1	completed → completed	123.9 → 127.0	3.2	-3	-3
.68 → .69	C06/U1	completed → completed	81.2 → 113.5	32.3	1	1
.68 → .69	C07/U1	completed → completed	50.8 → 41.1	-9.7	-2	-2
.68 → .69	C07/U2	completed → completed	85.0 → 44.1	-40.9	-5	-5
.68 → .69	C08/U1	completed → completed	44.4 → 33.4	-11.0	0	0
.68 → .69	C08/U2	completed → completed	52.3 → 43.7	-8.7	2	3
.68 → .69	C09/U1	completed → completed	68.6 → 44.3	-24.3	0	0
.68 → .69	C09/U2	completed → completed	118.6 → 172.8	54.2	1	-2
.68 → .69	C10/U1	completed → completed	70.8 → 42.2	-28.6	-2	-2
.68 → .69	C10/U2	completed → completed	105.4 → 57.1	-48.2	-1	-2
.69 → .69 v2env	C01/U1	completed → completed	57.9 → 41.0	-16.9	-2	-2
.69 → .69 v2env	C02/U1	completed → completed	72.6 → 100.9	28.3	-1	0
.69 → .69 v2env	C03/U1	completed → completed	38.5 → 46.2	7.7	0	0
.69 → .69 v2env	C04/U1	completed → completed	39.8 → 69.1	29.4	3	3
.69 → .69 v2env	C05/U1	completed → completed	127.0 → 92.0	-35.0	0	0
.69 → .69 v2env	C06/U1	completed → completed	113.5 → 53.7	-59.7	-4	-4
.69 → .69 v2env	C07/U1	completed → completed	41.1 → 40.8	-0.3	0	0
.69 → .69 v2env	C07/U2	completed → completed	44.1 → 45.8	1.7	2	2
.69 → .69 v2env	C08/U1	completed → completed	33.4 → 27.7	-5.7	-1	-1
.69 → .69 v2env	C08/U2	completed → completed	43.7 → 44.7	1.0	-3	-2
.69 → .69 v2env	C09/U1	completed → completed	44.3 → 49.2	4.9	0	0
.69 → .69 v2env	C09/U2	completed → completed	172.8 → 95.7	-77.1	-4	-4
.69 → .69 v2env	C10/U1	completed → completed	42.2 → 52.2	10.0	0	0
.69 → .69 v2env	C10/U2	completed → completed	57.1 → 45.2	-11.9	-2	-3
.69 v2env → .79	C01/U1	completed → completed	41.0 → 38.0	-2.9	0	0
.69 v2env → .79	C02/U1	completed → completed	100.9 → 68.8	-32.1	-4	-4
.69 v2env → .79	C03/U1	completed → completed	46.2 → 29.9	-16.3	-2	-2
.69 v2env → .79	C04/U1	completed → completed	69.1 → 66.0	-3.1	-2	-2
.69 v2env → .79	C05/U1	completed → completed	92.0 → 78.3	-13.7	-1	-1
.69 v2env → .79	C06/U1	completed → completed	53.7 → 56.9	3.2	0	0
.69 v2env → .79	C07/U1	completed → completed	40.8 → 35.1	-5.7	0	0
.69 v2env → .79	C07/U2	completed → completed	45.8 → 54.9	9.1	0	0
.69 v2env → .79	C08/U1	completed → completed	27.7 → 34.5	6.8	0	0
.69 v2env → .79	C08/U2	completed → completed	44.7 → 58.8	14.1	1	-1
.69 v2env → .79	C09/U1	completed → completed	49.2 → 64.4	15.2	2	4
.69 v2env → .79	C09/U2	completed → completed	95.7 → 117.5	21.8	5	5
.69 v2env → .79	C10/U1	completed → completed	52.2 → 59.1	6.9	-1	0
.69 v2env → .79	C10/U2	completed → completed	45.2 → 106.2	61.0	2	3
.79 → .78	C01/U1	completed → completed	38.0 → 40.9	2.9	0	0
.79 → .78	C02/U1	completed → completed	68.8 → 81.0	12.3	2	1
.79 → .78	C03/U1	completed → completed	29.9 → 44.3	14.4	1	1
.79 → .78	C04/U1	completed → completed	66.0 → 63.9	-2.2	0	0
.79 → .78	C05/U1	completed → completed	78.3 → 143.1	64.9	4	5
.79 → .78	C06/U1	completed → completed	56.9 → 54.4	-2.5	0	0
.79 → .78	C07/U1	completed → completed	35.1 → 39.1	3.9	0	0
.79 → .78	C07/U2	completed → completed	54.9 → 35.9	-18.9	-3	-3
.79 → .78	C08/U1	completed → completed	34.5 → 24.5	-9.9	-1	-1
.79 → .78	C08/U2	completed → completed	58.8 → 45.9	-12.9	-1	-1
.79 → .78	C09/U1	completed → completed	64.4 → 51.9	-12.5	-1	-3
.79 → .78	C09/U2	completed → completed	117.5 → 95.4	-22.1	-4	-4
.79 → .78	C10/U1	completed → completed	59.1 → 66.5	7.3	1	0
.79 → .78	C10/U2	completed → completed	106.2 → 116.0	9.8	2	1
.78 → .77	C01/U1	completed → completed	40.9 → 46.8	5.9	-1	-1
.78 → .77	C02/U1	completed → completed	81.0 → 103.3	22.2	3	4
.78 → .77	C03/U1	completed → completed	44.3 → 62.8	18.6	2	2
.78 → .77	C04/U1	completed → completed	63.9 → 51.7	-12.2	-1	0
.78 → .77	C05/U1	completed → completed	143.1 → 112.1	-31.0	-3	-4
.78 → .77	C06/U1	completed → completed	54.4 → 61.4	7.0	2	2
.78 → .77	C07/U1	completed → completed	39.1 → 36.3	-2.7	0	0
.78 → .77	C07/U2	completed → completed	35.9 → 57.0	21.1	1	3
.78 → .77	C08/U1	completed → completed	24.5 → 34.6	10.1	1	1
.78 → .77	C08/U2	completed → completed	45.9 → 70.6	24.7	3	3
.78 → .77	C09/U1	completed → completed	51.9 → 74.7	22.8	1	1
.78 → .77	C09/U2	completed → completed	95.4 → 187.5	92.0	9	9
.78 → .77	C10/U1	completed → completed	66.5 → 50.1	-16.3	0	0
.78 → .77	C10/U2	completed → completed	116.0 → 69.2	-46.8	-4	-4
.77 → .80	C01/U1	completed → completed	46.8 → 42.6	-4.2	1	1
.77 → .80	C02/U1	completed → completed	103.3 → 58.0	-45.2	-4	-5
.77 → .80	C03/U1	completed → completed	62.8 → 34.8	-28.0	-3	-3
.77 → .80	C04/U1	completed → completed	51.7 → 98.3	46.6	4	3
.77 → .80	C05/U1	completed → completed	112.1 → 97.6	-14.6	-1	-1
.77 → .80	C06/U1	completed → completed	61.4 → 46.9	-14.5	-3	-3
.77 → .80	C07/U1	completed → completed	36.3 → 57.1	20.8	1	1
.77 → .80	C07/U2	completed → completed	57.0 → 73.1	16.0	4	3
.77 → .80	C08/U1	completed → completed	34.6 → 33.8	-0.9	0	0
.77 → .80	C08/U2	completed → completed	70.6 → 69.9	-0.7	-1	-1
.77 → .80	C09/U1	completed → completed	74.7 → 51.3	-23.4	-2	-2
.77 → .80	C09/U2	completed → completed	187.5 → 73.9	-113.5	-11	-11
.77 → .80	C10/U1	completed → completed	50.1 → 56.5	6.4	1	1
.77 → .80	C10/U2	completed → completed	69.2 → 79.7	10.5	1	1
.80 → .81	C01/U1	completed → completed	42.6 → 37.7	-4.9	-1	-1
.80 → .81	C02/U1	completed → completed	58.0 → 80.8	22.8	1	1
.80 → .81	C03/U1	completed → completed	34.8 → 53.4	18.5	2	2
.80 → .81	C04/U1	completed → completed	98.3 → 55.7	-42.6	-3	-3
.80 → .81	C05/U1	completed → completed	97.6 → 158.2	60.6	6	6
.80 → .81	C06/U1	completed → completed	46.9 → 47.2	0.3	1	1
.80 → .81	C07/U1	completed → completed	57.1 → 42.5	-14.7	-1	-1
.80 → .81	C07/U2	completed → completed	73.1 → 96.6	23.5	2	1
.80 → .81	C08/U1	completed → completed	33.8 → 39.9	6.1	0	0
.80 → .81	C08/U2	completed → completed	69.9 → 58.8	-11.1	-2	-2
.80 → .81	C09/U1	completed → completed	51.3 → 56.6	5.3	0	0
.80 → .81	C09/U2	completed → completed	73.9 → 104.0	30.1	2	2
.80 → .81	C10/U1	completed → completed	56.5 → 65.2	8.7	0	1
.80 → .81	C10/U2	completed → completed	79.7 → 51.8	-27.9	-2	-2

口径与限制

n=1；并发争用、模型随机性、跨日基线未受控；不能据此作统计排名或因果结论。输入终态、内容判分、范围遵守与采集完整度分开呈现。

固定基线为2026-11-07 Codex0.165.0 / OpenClaw2026.11.1；欢喜OS各版本单独新增试次。相同10题、14用户输入，liqian deepseek/deepseek-v4.1-flash-1017。每次报告明确区分：输入→原生终态延迟、CLI/观察收尾、模型响应、工具步骤、内容判分、范围遵守与证据缺测。跨日固定基线不是同时随机对照。

Relative to historical .68/.69 (teams-work-v1), this run uses a different teams-work-v2 environment. Main comparison uses same-day .69 v2 environment anchor.
Six versions execute concurrently in separate 4C/8G sandboxes; cross-version provider contention and model nondeterminism are uncontrolled. One trial per case; no statistical ranking or causal attribution.

内容复核口径（comparisons/latest.md）：历史复核：C08 原检查器漏查子目录备份，原判保留、内容复核 PASS；C10 部署清单完整性与 JSON 层级题面有歧义，保留 INCONCLUSIVE。

主耗时不包含CLI终态后退出等待。模型/工具时间线允许重叠；不得相加当整体墙钟。单trial及跨日历史基线只支持探索性比较。