release: tablets, Surface laptops, benchmark backfill, SoC dates (2026-09-26)

[Seungpyo1007]

Summary

• New records:
  • Galaxy Tab S11 / S11 Ultra, iPad Pro 11/13 (M5) (Add Galaxy Tab S11 / S11 Ultra and iPad Pro (M5) tablets #285)
  • 13 Microsoft Surface laptops (Add 13 Microsoft Surface laptop models (2015-2023) from Wikipedia #286)
• Benchmarks: about 1,000 CPUs and 900 GPUs got scores from topcpu, SPEC CPU2006, Blender, PassMark and Time Spy (Backfill benchmark scores for ~1,000 CPUs and ~900 GPUs #288). DX12-only scores were removed from pre-DX12 cards.
• Accuracy:
  • 182 SoC release dates corrected from Wikipedia (Fix 65 SoC release dates from Wikipedia launch tables #287 Qualcomm/Apple, Fix 117 MediaTek, Exynos and Kirin SoC release dates #289 MediaTek/Exynos/Kirin)
  • 13 duplicate GPU pairs merged (Merge confirmed near-duplicate GPU records #282)
  • 3 GPU values fixed from AMD/NVIDIA pages (fix(data): resolve GPU conflicts against manufacturer specifications #290)
• Static API refresh (chore(dump): refresh static API for 2026-09-26 data #291). fix(data): resolve GPU conflicts against manufacturer specifications #290's pages follow in the next refresh.

Progress tracked in #1 (stays open).

[TechEngineBot]

🔎 Data verification — Tier 0 (offline existence/trust)

Scored by app.verify; posted by TechEngineBot. Informational only — the structural gate (app.validate) is separate and authoritative for merge.

Changed records in this PR

2127 record(s) scored.

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pie showData
    title Verification bands — all records
    "Green" : 1962
    "Yellow" : 165
    "Red" : 0

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Category	Distribution	Total	🟢	🟡	🔴	🟢 %
soc	🟩🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨	182	45	137	0	24.7%
tablet	🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨	4	0	4	0	0.0%
gpu	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨	927	912	15	0	98.4%
cpu	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨	1014	1005	9	0	99.1%
All	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨	2127	1962	165	0	92.2%

Full-dataset baseline

106343 record(s) scored.

%%{init: {"theme":"base","themeVariables":{"pie1":"#3fb950","pie2":"#d29922","pie3":"#f85149","pieStrokeWidth":"0px","pieOpacity":"1"}}}%%
pie showData
    title Verification bands — all records
    "Green" : 24592
    "Yellow" : 80696
    "Red" : 1055

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Category	Distribution	Total	🟢	🟡	🔴	🟢 %
brand	🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨	207	122	85	0	58.9%
soc	🟩🟩🟨🟨🟨🟨🟨🟥🟥🟥🟥🟥	2105	282	827	996	13.4%
smartphone	🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	93407	17990	75363	54	19.3%
tablet	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	3459	292	3166	1	8.4%
watch	🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	442	83	356	3	18.8%
pda	🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨	140	83	57	0	59.3%
gpu	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨	2076	1529	547	0	73.7%
cpu	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨🟥	4507	4211	295	1	93.4%
All	🟩🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟥	106343	24592	80696	1055	23.1%

Hard violations (forced red):

Count	Check
1	!boost_ge_base

_{green = authoritative source + complete + consistent · yellow = plausible, needs confirmation · red = sparse/weak source or a hard contradiction. Promotion to verified runs in the scheduled verify-network workflow.}

[TechEngineBot]

TechEngine change review: PASS

• PR: release: tablets, Surface laptops, benchmark backfill, SoC dates (2026-09-26) #292
• Ref: develop
• Commit: 8e87af2
• Requested by: @Seungpyo1007
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/36247562518

Check	Result
python -m app.validate	PASS
New hard integrity anomalies vs PR base	PASS

Changed data

Category	Added	Modified	Deleted	Added verified	Added unverified	Added Kaggle-sourced
brand	0	0	0	0	0	0
soc	0	0	0	0	0	0
smartphone	0	0	0	0	0	0
tablet	0	0	0	0	0	0
watch	0	0	0	0	0	0
pda	0	0	0	0	0	0
gpu	0	0	0	0	0	0
cpu	0	0	0	0	0	0

Changed record examples

• No data file changes detected.

Heuristic review

• Heuristic warnings: none found.

[TechEngineBot]

TechEngine validation stats: PASS

• PR: release: tablets, Surface laptops, benchmark backfill, SoC dates (2026-09-26) #292
• Ref: develop
• Commit: 8e87af2
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/36247562518

Data summary

Category	Total	Verified	Unverified	Missing verified	Tracked	Verified % of tracked
brand	207	122	85	0	207	58.9%
soc	2105	193	1912	0	2105	9.2%
smartphone	93407	17501	75906	0	93407	18.7%
tablet	3459	273	3186	0	3459	7.9%
watch	442	39	403	0	442	8.8%
pda	140	74	66	0	140	52.9%
gpu	2076	1026	1050	0	2076	49.4%
cpu	4507	2869	1638	0	4507	63.7%
all	106343	22097	84246	0	106343	20.8%

Warning

Tracked verified coverage is below 50% for tablet 7.9% (273/3459), watch 8.8% (39/442), soc 9.2% (193/2105), smartphone 18.7% (17501/93407), all 20.8% (22097/106343), gpu 49.4% (1026/2076).
Tracked coverage excludes records missing the verified field; see the Missing verified column for those records.
This does not fail validation. Keep imported records verified: false until manual audit, but treat this as follow-up verification work before relying on the affected categories as curated data.

Validation notes

• The integrity gate blocks only hard anomalies introduced by this PR relative to its merge base.
• Full advisory outlier listings are suppressed on successful runs because they are dataset-wide and mostly stable between PRs.
• Failure runs still include a detailed log excerpt for debugging.

Key output:

## app.validate
## integrity_check.py (PR head compared with PR base)
loaded CPU=4507 GPU=2076

Integrity section	Flagged lines
structural	18
CPU name/tier consistency (desktop mainstream only)	0
CPU single>multi (cinebench/geekbench — should be multi>=single)	0
CPU era-vs-score outliers	8
CPU cross-source ratio outliers (possible wrong-variant)	131
GPU cross-source ratio outliers + sanity	51