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Paper Citation Record · LEDGER

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs

As of 13 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 1 inbound Pith citation observation for arXiv:2607.13080.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.13080 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T07:04:42.363768Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T08:23:38.504014Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

37 of 37 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved37
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3fe5948e-1c9a-40d7-8715-f6d12d1f85bf · outbound

This paper cites NVIDIA Blackwell architecture: Technical brief,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs NVIDIA Blackwell architecture: Technical brief,

Reference 1

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source=pdf_text observed=2026-08-02T07:04:39.766569Z digest=sha256:14b0dbcf2481b2a5e29254c5f6ee7a0dd7ff2a94afca8d8b7f4b1bb218691b4f

Observation 6794eb61-a527-4ff9-a5ec-68bb372b4da6 · outbound

This paper cites SWE-agent: Agent-computer interfaces enable automated software engineering,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs SWE-agent: Agent-computer interfaces enable automated software engineering,

Reference 2

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source=pdf_text observed=2026-08-02T07:04:39.838333Z digest=sha256:5b7e87a65b319ee014ac9aae8f68744bda1fb6dbf25a9ad1df8b1704a2619260

Observation 9541c48c-d37b-4abd-b5fc-3d33128fbd84 · outbound

This paper cites Agentless: Demystifying LLM-based Software Engineering Agents.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs Agentless: Demystifying LLM-based Software Engineering Agents

Reference 3

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source=pdf_text observed=2026-08-02T07:04:39.921873Z digest=sha256:0f93978477b9ad9b6c120e4d573f5ef803768187fa2d9f959cc86a99c977638b

Observation ad083203-9140-495a-a874-adb36d8ebc45 · outbound

This paper cites SWE-bench: Can language models resolve real-world GitHub issues?.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs SWE-bench: Can language models resolve real-world GitHub issues?

Reference 4

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source=pdf_text observed=2026-08-02T07:04:39.989454Z digest=sha256:b9042288a8bf3f5dee04f915032219cb0add6a28be846966faa06049d350a418

Observation 6edf26d2-5ca0-449d-bfcc-af70bb35fe9f · outbound

This paper cites The Impact of AI on Developer Productivity: Evidence from GitHub Copilot.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs The Impact of AI on Developer Productivity: Evidence from GitHub Copilot

Reference 5

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source=pdf_text observed=2026-08-02T07:04:40.066815Z digest=sha256:d6a231ff1a3d660f5c81fd99328590746656178873a635fb95e225a157df375c

Observation ddaedc69-c686-4be4-8fd9-43ab884ea52f · outbound

This paper cites Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity

Reference 6

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source=pdf_text observed=2026-08-02T07:04:40.139740Z digest=sha256:ef59e491c8006e9af4a09aa9cf1bafafc3e2e2d41ac4815c2a9dfa1f51e136be

Observation 7c9327ac-a692-4427-ae6a-4de138260c52 · outbound

This paper cites Efficient memory management for large language model serving with PagedAttention,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs Efficient memory management for large language model serving with PagedAttention,

Reference 7

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source=pdf_text observed=2026-08-02T07:04:40.194353Z digest=sha256:83a053d8c0975a38c59285b03ae745f04ad436811136bc31908c3b434fb0a128

Observation 0ca67b9b-1b04-4a9e-96f2-765a88e56439 · outbound

This paper cites Orca: A distributed serving system for transformer-based generative models,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs Orca: A distributed serving system for transformer-based generative models,

Reference 8

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source=pdf_text observed=2026-08-02T07:04:40.253999Z digest=sha256:d23b456d71b201141d072d6d073d7d48dada48b8963156bea4cba14fc8219e86

Observation 511355a9-d019-4324-bea3-ca12719d196e · outbound

This paper cites AWQ: Activation-aware weight quantiza- tion for on-device LLM compression and acceleration,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs AWQ: Activation-aware weight quantiza- tion for on-device LLM compression and acceleration,

Reference 9

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source=pdf_text observed=2026-08-02T07:04:40.338192Z digest=sha256:b1ec054b073f5ce75473877cbb3819af4822838a24490626b52ffcf1ff25a09d

Observation e837faf3-8d27-4eed-b7e3-caf2f5620608 · outbound

This paper cites GPTQ: Accurate post-training quantization for generative pre-trained transformers,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs GPTQ: Accurate post-training quantization for generative pre-trained transformers,

Reference 10

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source=pdf_text observed=2026-08-02T07:04:40.403502Z digest=sha256:e986220c3bdc5d916b2e2b38cb2f9c42ed67d3e157fc8556043209586d87cd81

Observation 682c8f15-c04e-4c3c-9c42-5b21052cad8a · outbound

This paper cites SmoothQuant: Accurate and efficient post-training quantization for large language models,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs SmoothQuant: Accurate and efficient post-training quantization for large language models,

Reference 11

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source=pdf_text observed=2026-08-02T07:04:40.455319Z digest=sha256:27e0c3bf07fa49926c1f212d1b3a096fa2ffa455d009d384977b33b2d1d3ff2f

Observation f51aa995-8a7e-49be-9dee-38e545a4735d · outbound

This paper cites GLM-5.2-NVFP4 official model configuration,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs GLM-5.2-NVFP4 official model configuration,

Reference 12

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source=pdf_text observed=2026-08-02T07:04:40.515686Z digest=sha256:113d5adc434fe5483ef7da385a3e420987256f5995a24ab24f8e6ed57b724e48

Observation 33110659-b3f4-4909-901e-3c8bc8ea752c · outbound

This paper cites Evaluating the impact of post-training quantization on large language models for code generation,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs Evaluating the impact of post-training quantization on large language models for code generation,

Reference 13

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Observation c78b8300-4c24-42f3-918f-13344c03bbfb · outbound

This paper cites Artificial Analysis: LLM model intelligence, per- formance and price index,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs Artificial Analysis: LLM model intelligence, per- formance and price index,

Reference 14

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source=pdf_text observed=2026-08-02T07:04:40.663530Z digest=sha256:45c262a2538524f8432d07bd15a18e174e05b7444be002ad2e76908302440586

Observation 38d2d28c-9b01-4970-bfa1-6e5f2d5d6cf6 · outbound

This paper cites SWE-bench Pro leaderboard (2026): Model scores,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs SWE-bench Pro leaderboard (2026): Model scores,

Reference 15

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Observation 5c67e3b4-1c15-4936-bf79-a5957b83f833 · outbound

This paper cites GPT-5.5 model documentation,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs GPT-5.5 model documentation,

Reference 16

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source=pdf_text observed=2026-08-02T07:04:40.812925Z digest=sha256:ff140eded75cac65ef9583d573e9047f9e87fcaddf54ff955614a2895abb1781

Observation a0e900d1-968a-4d64-a219-4a206773e33f · outbound

This paper cites Prompt caching: Speed up and lower the cost of your API requests,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs Prompt caching: Speed up and lower the cost of your API requests,

Reference 17

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Observation c5ba8381-e0f0-4ac8-a92c-48c1b07b4f85 · outbound

This paper cites Claude Code: Agentic coding documentation,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs Claude Code: Agentic coding documentation,

Reference 18

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source=pdf_text observed=2026-08-02T07:04:40.985461Z digest=sha256:6d244a56ece4ee53dba8d43a9a94eb353032f50fdeb807ef431c5e4c84af0335

Observation 3a03b25c-6be4-4eb6-a754-2ddbf8eee00f · outbound

This paper cites opencode: AI coding agent built for the terminal,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs opencode: AI coding agent built for the terminal,

Reference 19

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source=pdf_text observed=2026-08-02T07:04:41.034559Z digest=sha256:dabbb392244d0c511a7a179a6760718457c529212e6eda0b3a1e4b75bce8602d

Observation 73a595b0-d0f7-4fdc-8f5a-a29536776687 · outbound

This paper cites GLM-5.1-NVFP4 model con- figuration,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs GLM-5.1-NVFP4 model con- figuration,

Reference 20

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source=pdf_text observed=2026-08-02T07:04:41.086184Z digest=sha256:d3b0704c8a7583e0b6103dd45a55c0782c55fb4b8ce3fb0bef70b31776e759d0

Observation d5923ef6-0a1f-45e4-9811-fa5049ed9ba7 · outbound

This paper cites Langfuse: Open source LLM engineering platform for telemetry and pricing audit,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs Langfuse: Open source LLM engineering platform for telemetry and pricing audit,

Reference 21

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source=pdf_text observed=2026-08-02T07:04:41.136804Z digest=sha256:ec036b44fd647d01189cb5a0b744ca8f3de9c5ef19b069a6166269c887a45d32

Observation 5dbd83c9-1dc0-4d10-84bd-c420c9a9a44c · outbound

This paper cites Identifying reasons for software changes using historic databases,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs Identifying reasons for software changes using historic databases,

Reference 22

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Observation df63c420-22e8-424a-a1d9-a4a336ed1ac0 · outbound

This paper cites an unresolved cited work.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs Unresolved cited work

Reference 23

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Observation 7a5f0aac-b666-47f9-9d57-8fb2524c1cfb · outbound

This paper cites Recommendations for analysing and meta-analysing small sample size software engineering experiments,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs Recommendations for analysing and meta-analysing small sample size software engineering experiments,

Reference 24

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source=pdf_text observed=2026-08-02T07:04:41.336718Z digest=sha256:f175800048aaf943451b6c6b6a348e8cd2fbcdee1a2b16970904ee10b1d95cd3

Observation 40ba8294-94d9-41f1-aa6c-d181ab292c0e · outbound

This paper cites Claude platform pricing,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs Claude platform pricing,

Reference 25

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source=pdf_text observed=2026-08-02T07:04:41.418623Z digest=sha256:1430b0f933d7b85a96930bcab2da88fc6212389f9493f57be8c4f203e8e48886

Observation 5af6acd5-b987-486d-ba3d-093ac74f50de · outbound

This paper cites NVIDIA B200 cloud pricing comparison across providers,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs NVIDIA B200 cloud pricing comparison across providers,

Reference 26

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Observation c6439c8d-ffa1-4fe6-9620-339ff04a2d7f · outbound

This paper cites Development of NASA-TLX (Task Load Index): Results of empirical and theoretical research,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs Development of NASA-TLX (Task Load Index): Results of empirical and theoretical research,

Reference 27

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Observation 52183e78-f42f-4bd6-8f9a-0cb09651b628 · outbound

This paper cites Earnings and productivity statistics,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs Earnings and productivity statistics,

Reference 28

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source=pdf_text observed=2026-08-02T07:04:41.581029Z digest=sha256:934c56628e76ee4f07ddb50dba66f64c2b8b809a65a3f2eec2dd1556b3519f02

Observation 5f307f8a-7470-4291-94d5-604a4759647c · outbound

This paper cites Electricity tariff tables (effective 2025-10- 01),.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs Electricity tariff tables (effective 2025-10- 01),

Reference 29

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source=pdf_text observed=2026-08-02T07:04:41.650249Z digest=sha256:44cb896078f3cbb7330f21b4fff3c2159a279f8298759475cc64eb0999cbdc85

Observation 326d80f0-7bd2-4c20-8096-7d61e44a5f7f · outbound

This paper cites Estimating the carbon footprint of BLOOM, a 176B parameter language model,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs Estimating the carbon footprint of BLOOM, a 176B parameter language model,

Reference 30

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source=pdf_text observed=2026-08-02T07:04:41.717576Z digest=sha256:06aaec193e742253063c94254b100f84173d42db0baad67b0effd374960e6146

Observation 9f34f89c-b4ea-4a19-a08f-0b371e228cfd · outbound

This paper cites FrugalGPT: How to use large language models while reducing cost and improving performance,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs FrugalGPT: How to use large language models while reducing cost and improving performance,

Reference 31

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source=pdf_text observed=2026-08-02T07:04:41.744554Z digest=sha256:7c04586f5e4259c4aebfc7498faa715e0677fdac2a199f6d24c12f5cb834aca9

Observation eb8419c0-87c7-49c5-98c2-395abf43baf6 · outbound

This paper cites RouteLLM: Learning to route LLMs with preference data,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs RouteLLM: Learning to route LLMs with preference data,

Reference 32

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source=pdf_text observed=2026-08-02T07:04:41.794675Z digest=sha256:260b29cbf2e97c4f8525d96f454a7fc8a1b1bab1c204a60c32cb0d196142de15

Observation f8fa53c3-91cf-49a2-9a04-2e0da2e0807e · outbound

This paper cites AI Agents That Matter.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs AI Agents That Matter

Reference 33

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source=pdf_text observed=2026-08-02T07:04:41.979939Z digest=sha256:c663bad52f30f2408f5512f066c9b60357055e76fc3270aa0ec5a019ced283dd

Observation 245e991d-b0d9-4231-ad0f-7c1d489e8492 · outbound

This paper cites A large scale study of programming languages and code quality in GitHub,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs A large scale study of programming languages and code quality in GitHub,

Reference 34

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Observation bf71a32f-eb83-4bd7-bea4-3f9aaea9370f · outbound

This paper cites On the impact of programming languages on code quality: A reproduction study,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs On the impact of programming languages on code quality: A reproduction study,

Reference 35

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Observation deb75704-6dfb-4300-b993-a468a42d30b3 · outbound

This paper cites It’s not a bug, it’s a feature: How misclassification impacts bug prediction,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs It’s not a bug, it’s a feature: How misclassification impacts bug prediction,

Reference 36

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source=pdf_text observed=2026-08-02T07:04:42.280828Z digest=sha256:250e859e62d5260a8d9c7b1bea44c82e8619be4ee5623a7a955601a38e2cdd91

Observation 51d38e01-5f99-4934-afe7-29e91b9b6c9a · outbound

This paper cites CodeT: Code generation with generated tests,.

Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs CodeT: Code generation with generated tests,

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-02T07:04:42.363768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T07:04:42.363768Z digest=sha256:479d0d7463b30daed984d93241d34facf0dbfc54f1c25d72ffe01fcc3a07b19e

Pith citing papers

Observation 7c8ad546-7dd3-4b49-ad47-9f68759ca343 · inbound

Output Format x Model Identity: Interaction Effects in Single-Round Coding Agent Performance cites this paper.

Output Format x Model Identity: Interaction Effects in Single-Round Coding Agent Performance Inference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-01T08:23:38.504014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:23:38.504014Z digest=sha256:f0b69d2d84cfea2a10b873eba5059281ced063cf013b23375de523f470b73ac0