Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-09T15:23:21.456692Z
Paper Citation Record · LEDGER
Silicon Showdown: Performance, Efficiency, and Ecosystem Barriers in Consumer-Grade LLM Inference
As of 5 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 1 inbound Pith citation observation for arXiv:2605.00519.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T15:25:49.388574Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-04T18:16:12.699793Z
Reference resolution
14 of 14 outbound references displayed
- verified exact7
- verified fuzzy1
- unresolved6
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 16e16dc4-5b76-47fb-ba2b-1beef79e4a0b · outbound
This paper cites an unresolved cited work.
Silicon Showdown: Performance, Efficiency, and Ecosystem Barriers in Consumer-Grade LLM Inference Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T01:16:27.980043Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 91dd9e9d-dc0b-43c6-bfd6-49d182fd7050 · outbound
This paper cites DeepSeek-V3 Technical Report.
Silicon Showdown: Performance, Efficiency, and Ecosystem Barriers in Consumer-Grade LLM Inference DeepSeek-V3 Technical Report
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T16:41:15.307391Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c2b241cf-53af-400b-8c37-e7aa4d66ff15 · outbound
This paper cites an unresolved cited work.
Silicon Showdown: Performance, Efficiency, and Ecosystem Barriers in Consumer-Grade LLM Inference Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T01:16:27.962130Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8a859743-5873-47b4-aadc-860f4a6fb46a · outbound
This paper cites an unresolved cited work.
Silicon Showdown: Performance, Efficiency, and Ecosystem Barriers in Consumer-Grade LLM Inference Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T01:16:27.958092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f1ed5c48-160c-4c98-902d-56bb7785ff7f · outbound
This paper cites GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models.
Silicon Showdown: Performance, Efficiency, and Ecosystem Barriers in Consumer-Grade LLM Inference GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T17:50:08.654972Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b15d9559-48fe-4338-b7bb-f5e84aac867b · outbound
This paper cites an unresolved cited work.
Silicon Showdown: Performance, Efficiency, and Ecosystem Barriers in Consumer-Grade LLM Inference Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T01:16:27.976400Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e09ce1cb-c9df-48ce-bcec-b1abddffe5b7 · outbound
This paper cites Efficient Memory Management for Large Language Model Serving with PagedAttention.
Silicon Showdown: Performance, Efficiency, and Ecosystem Barriers in Consumer-Grade LLM Inference Efficient Memory Management for Large Language Model Serving with PagedAttention
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T15:03:08.022500Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 08a8913a-8623-4dc5-b671-d77e7296d787 · outbound
This paper cites The Llama 3 Herd of Models.
Silicon Showdown: Performance, Efficiency, and Ecosystem Barriers in Consumer-Grade LLM Inference The Llama 3 Herd of Models
Reference 8
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T16:41:15.284770Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2d860260-17eb-4cf4-a15b-3b326f65f93e · outbound
This paper cites an unresolved cited work.
Silicon Showdown: Performance, Efficiency, and Ecosystem Barriers in Consumer-Grade LLM Inference Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T01:16:27.966157Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ebe94426-9731-4f0d-ac7a-75770dd4558b · outbound
This paper cites Pretraining large language models with NVFP4.
Silicon Showdown: Performance, Efficiency, and Ecosystem Barriers in Consumer-Grade LLM Inference Pretraining large language models with NVFP4
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T16:41:15.320089Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4e9dbe72-22b0-46ac-a7a9-e9590176ef20 · outbound
This paper cites Production-Grade Local LLM Inference on Apple Silicon: A Comparative Study of.
Silicon Showdown: Performance, Efficiency, and Ecosystem Barriers in Consumer-Grade LLM Inference Production-Grade Local LLM Inference on Apple Silicon: A Comparative Study of
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T16:41:15.279830Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ab54021f-8678-4c62-beaa-a378cb8c62ac · outbound
This paper cites MLPerf Inference Benchmark.
Silicon Showdown: Performance, Efficiency, and Ecosystem Barriers in Consumer-Grade LLM Inference MLPerf Inference Benchmark
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T16:41:15.312414Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d4e6b698-27b0-4b1c-a516-2c277573f6e9 · outbound
This paper cites an unresolved cited work.
Silicon Showdown: Performance, Efficiency, and Ecosystem Barriers in Consumer-Grade LLM Inference Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T01:16:27.953343Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 71bbdf5f-14bd-4b47-8870-5217656870fa · outbound
This paper cites 09388, https://huggingface.co/Qwen/Qwen3-Next-80B-A3B-Instruct.
Silicon Showdown: Performance, Efficiency, and Ecosystem Barriers in Consumer-Grade LLM Inference 09388, https://huggingface.co/Qwen/Qwen3-Next-80B-A3B-Instruct
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:16:27.972811Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Pith citing papers
Observation 879988e9-6b2c-4df5-86d6-b75d222e7008 · inbound
Instruction-Conditioned Exploration with Asymmetric Reinforcement Learning and Self-Distillation cites this paper.
Instruction-Conditioned Exploration with Asymmetric Reinforcement Learning and Self-Distillation Silicon Showdown: Performance, Efficiency, and Ecosystem Barriers in Consumer-Grade LLM Inference
Reference 57
- Resolution
- verified exact
- local_arxiv, observed 2026-08-04T15:28:25.825233Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.