release: 470 new CPUs/GPUs/SoCs/MacBooks + Intel/GPU cross-check fixes (2026-09-25)

[Seungpyo1007]

Summary

• About 470 new records: 63 GPUs, 46 EPYC, 134 Ryzen, 170 Intel Xeon/Celeron/Pentium, 20 Apple M1-M6 SoCs, 31 MacBook models (Add 69 missing GPUs from Wikipedia list pages #258 Add 46 missing EPYC CPUs (3001, 4004/4005, 8004/8005, Genoa/Bergamo/Turin gaps) #259 Add 134 missing Ryzen CPUs from Wikipedia (desktop, mobile, embedded, TR PRO) #261 Add 124 missing Intel Xeon, Celeron and Pentium CPUs from Wikipedia sub-pages #265 Add Apple M1-M6 SoCs (20 chips) from Wikipedia #267 Add 23 MacBook models (Apple silicon 2020-2026, Intel 2018-2020) from Wikipedia #268 Add 8 MacBook Pro models from 2016-2019 (Intel) from Wikipedia #270 Add 46 Xeon CPUs with thread counts from Intel spec pages #272)
• Accuracy:
  • 33 plausibility fixes (Correct sourced device plausibility outliers #257)
  • 12 GPU fixes (Correct GPU values cross-checked against Wikipedia lists #260)
  • 150 Intel CPU dates, cores and clocks (Correct Intel Core, Celeron, Pentium and Xeon CPU records against processor lists #266)
  • 23 Atom thread counts (Fix thread counts on 23 Hyper-Threaded Atoms from #254 #264)
  • EPYC 9645 architecture (Cross-check CPU records against Wikipedia lists #263)
  • 53 tablet soc: "0" values removed (Remove zero SoC placeholders from tablet records #271)
  • 6 AMD GPUs with game-clock values removed (Remove six AMD GPUs imported with game-clock values #262)
• M-series iPad Pros linked to their SoCs (Link M-series iPad Pros to Apple M1/M2/M4 SoCs #269)
• Static API refresh (chore(dump): refresh static API for 2026-09-25 data #273), built with the engine fix for sub-GB phone RAM (TechEngine chore(site): refresh public dump (scoring v2.0.0) #94)

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

806 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" : 739
    "Yellow" : 67
    "Red" : 0

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Category	Distribution	Total	🟢	🟡	🔴	🟢 %
brand	🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨🟨	13	7	6	0	53.8%
soc	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩	20	20	0	0	100.0%
smartphone	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨	38	37	1	0	97.4%
tablet	🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨	69	10	59	0	14.5%
watch	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩	4	4	0	0	100.0%
pda	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩	1	1	0	0	100.0%
gpu	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨	75	74	1	0	98.7%
cpu	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩	586	586	0	0	100.0%
All	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨	806	739	67	0	91.7%

Full-dataset baseline

106291 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" : 24121
    "Yellow" : 81074
    "Red" : 1096

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Category	Distribution	Total	🟢	🟡	🔴	🟢 %
brand	🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨	207	122	85	0	58.9%
soc	🟩🟨🟨🟨🟨🟨🟥🟥🟥🟥🟥🟥	2097	251	824	1022	12.0%
smartphone	🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	93396	17931	75397	68	19.2%
tablet	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	3455	291	3163	1	8.4%
watch	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	433	43	386	4	9.9%
pda	🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨	140	83	57	0	59.3%
gpu	🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨	2093	1274	819	0	60.9%
cpu	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨🟥	4470	4126	343	1	92.3%
All	🟩🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟥	106291	24121	81074	1096	22.7%

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: 470 new CPUs/GPUs/SoCs/MacBooks + Intel/GPU cross-check fixes (2026-09-25) #274
• Ref: develop
• Commit: 308fa45
• Requested by: @Seungpyo1007
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/36113709396

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: 470 new CPUs/GPUs/SoCs/MacBooks + Intel/GPU cross-check fixes (2026-09-25) #274
• Ref: develop
• Commit: 308fa45
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/36113709396

Data summary

Category	Total	Verified	Unverified	Missing verified	Tracked	Verified % of tracked
brand	207	122	85	0	207	58.9%
soc	2097	193	1904	0	2097	9.2%
smartphone	93396	17501	75895	0	93396	18.7%
tablet	3455	273	3182	0	3455	7.9%
watch	433	39	394	0	433	9.0%
pda	140	74	66	0	140	52.9%
gpu	2093	1028	1065	0	2093	49.1%
cpu	4470	2869	1601	0	4470	64.2%
all	106291	22099	84192	0	106291	20.8%

Warning

Tracked verified coverage is below 50% for tablet 7.9% (273/3455), watch 9.0% (39/433), soc 9.2% (193/2097), smartphone 18.7% (17501/93396), all 20.8% (22099/106291), gpu 49.1% (1028/2093).
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=4470 GPU=2093

Integrity section	Flagged lines
structural	20
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)	155
GPU cross-source ratio outliers + sanity	18