Xinference

How many citations does Xinference have?

A paper is linked in OpenAlex, but no citation reading was captured.

OpenAlex · period 2026-11-07 to 2026-11-07 · n = 0 years · method completed calendar years · updated 2026-11-07 · version 868e3c39d9c7-b1 · CSV by year

Other indexes count differently. A citation count is the number of citing works an index links to a record on a date; this page counts OpenAlex links to W4404783349 as of 2026-11-07. Check the same work: OpenAlex W4404783349 · Semantic Scholar search · Google Scholar search. Seeing a different number? Report the missing work id.

How does Xinference compare with its niche?

14 systems in Inference & Serving; niche median 52.8 commits per week. The reader chooses the sort order.

Evidaxis snapshot · period 2026-11-07 · n = 14 systems · method medians of measured values · updated 2026-11-07 · version 868e3c39d9c7-b1 · CSV for this niche

What changed since the last snapshot?

2 published readings changed between snapshots d1eb0cec0f6a and 868e3c39d9c7.

Evidaxis snapshots · period 2026-10-31 to 2026-11-07 · n = 20 partitions · method paired snapshot values · updated 2026-11-07 · version 868e3c39d9c7-b1 · History CSV

Take the data or follow changes

Values and captured history are available under CC0-1.0. The system feed records changes to published numbers.

Evidaxis · period 2026-11-07 · n = 1 system · method CC0-1.0 open export · updated 2026-11-07 · version 868e3c39d9c7-b1

For teams tracking many systems

Use the cohort CSV, snapshot archive and membership manifest to reproduce observations across systems.

Cohort CSV · Snapshot archive · Membership manifest

Paper and links

Source records identify the system, repository and linked works; no paper authors are published.

• OpenAlex W4404783349
• xorbitsai/inference

What is not measured for Xinference, and why

Missing readings describe instrument coverage. A missing value is not a measured zero.

Direct dependents: no reading captured in partition not captured; the value is missing, not zero.

Gate ETA: never published; Evidaxis makes no public actionable prediction.

Dependents ecosystem composition: no reading; this field is not present in the snapshot.

Evidaxis · period 2026-11-07 · n = 1 system · method measurement coverage · updated 2026-11-07 · version 868e3c39d9c7-b1

Measurement detail

Gate, gauges, percentile, derived signals and snapshot receipt

History: 18 weekly observations; minimum 4. Axis coverage: 1 of 3 axes measurable. Gate: not computable - 1 of 3 axes measurable

Gate: not computable - 1 of 3 axes measurable

Xinference

repo

Inference & Serving · n = 14 · xorbitsai/inference

1 of 3 axes measurable · conf low

convergence gate

Gate: not computable - 1 of 3 axes measurable

position in cohort distribution one of 14 in cohort

momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable

velocity z

log-slope +0.056/wk

citation z

∅no citation axis

Citation axis: no observation data.

direct-dependents z

∅no citation axis

Direct-dependents axis: minimum of 14 usable points of the new quantity and 5 latest dependents not met.

cohort

14

systems measured

weekly commits

48.8

Development velocity axis: measured.

total citations

no reading

Citation axis: no observation data.

momentum

61.0

percentile p92

commit heatmap, last 26 weeks48.8/wk

citations by yearCitation axis: no observation data.

∅Citation axis: no observation data.

code-leads-citation lag reserved

reserved: citation series too short / axis absent for cross-correlation

axis alpha vs cohort reserved

reserved: cohort N too small for regression (power ~0)

commit weeks

52

citation years

0

shipped

3

reserved

3

shipped

• recency-swing
• commit-sharpe
• commit-changepoint

reserved

• code-leads-citation-lag
• axis-alpha
• gate-eta

snapshot 20 of 20 · 2026-11-07 · m5

Direct-dependents momentum (deps.dev)

Direct-dependents axis: minimum of 14 usable points of the new quantity and 5 latest dependents not met.

Coverage state

below_floor

Cohort z

no axis

OLS slope

no reading

Theil-Sen slope

no reading

Latest direct dependents

no reading

Confirmed-clean points

0

Reconstructed history points

no reading

As-of partition

no reading

Fragility veto

no reading

Rising vote

no

Source: deps.dev (Google), CC-BY 4.0. Modified: aggregated to system-level counts and momentum scores.

Axis definition · Snapshot axis correlations

Reconstructed history

Reconstructed from git history, not a point-in-time capture. This series is separate from captured observations.

Reconstructed weekly commits

Period	Commits
2025-w39	7
2025-w40	1
2025-w41	7
2025-w42	19
2025-w43	10
2025-w44	6
2025-w45	11
2025-w46	5
2025-w47	25
2025-w48	5
2025-w49	18
2025-w50	10
2025-w51	25
2025-w52	3
2026-w01	17
2026-w02	22
2026-w03	6
2026-w04	14
2026-w05	10
2026-w06	12
2026-w07	3
2026-w08	8
2026-w09	10
2026-w10	12
2026-w11	15
2026-w12	12
2026-w13	17
2026-w14	13
2026-w15	17
2026-w16	25
2026-w17	10
2026-w18	14
2026-w19	14
2026-w20	12
2026-w21	19
2026-w22	18
2026-w23	22
2026-w24	22
2026-w25	16
2026-w26	37
2026-w27	17
2026-w28	28
2026-w29	31
2026-w30	25
2026-w31	16
2026-w32	34
2026-w33	53
2026-w34	21
2026-w35	45
2026-w36	27
2026-w37	23
2026-w38	6

Peer signals

System	Momentum	Percentile
AIBrix	58.2	85
FlashInfer	62.7	100
KTransformers	41.7	23
llama.cpp	54.9	77
llm-d	40.9	8
LMCache	48.6	46
LMDeploy	33.3	0
Mooncake	51	54
Nano-vLLM	41.4	15
Ollama	51.1	62
SGLang	51.9	69
TensorRT-LLM	45.2	38
vLLM	43.7	31
Xinference	61	92

Evidaxis · period 2026-11-07 · n = 1 system · method measurement detail · updated 2026-11-07 · version 868e3c39d9c7-b1 · record JSON · snapshot receipt