Telemetry pipelines · November 2026 Edition
Fluent Bit vs New Relic
Zero of fourteen models named Fluent Bit first on the direct prompt; zero named New Relic. Fluent Bit was named by eleven of the fourteen models and New Relic by eleven and Fluent Bit carries 29 labels and New Relic 16, so the shares are not directly comparable.
Named in three categories this edition.
Named in nine categories this edition.
First-choice share2%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate7%31%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#8A position in a field of 18; printed, not drawn.
Labels2916A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Fluent Bit reading right to left. Rank and label count are printed, not drawn.OpenTelemetry Collector was named alongside these two in thirteen of the fourteen direct answers. OpenTelemetry Collector vs Fluent Bit · OpenTelemetry Collector vs New Relic · Cribl Stream vs Fluent Bit
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the telemetry pipelines page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Fluent BitFirst choices, of fourteen modelsNew Relic
Direct001 against New Relic
Paraphrase011 against Fluent Bit
Comparative00
Budget-constrained103 against New Relic
Scale-constrained001 against Fluent Bit
Negative101 against New Relic
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Fluent Bit and New Relic stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | |||||
| GPT-5.4 mini | | |||||
| Gemini 3.5 Flash | | | | |||
| Perplexity Sonar | | | ||||
| Grok 4.20 | | | | | | |
| Mistral Small | ||||||
| DeepSeek V4 Flash | | | | | ||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | | | | | | |
| GLM 4.7 FlashX | | |||||
| MiniMax M2.5 | | | ||||
| GPT-6 Luna | | |||||
| Muse Glimmer 30B | | |
Fluent Bit New Relic first choice named as an alternative argued againstblank: not namedEach cell is one answer, Fluent Bit on the left and New Relic on the right.The direct prompt
The plain question, one answer per model, grouped by where Fluent Bit and New Relic stood in it.
Neither was the first choice, one was named
2 of 14 modelsThe answer put something else first and named one of the two as an alternative.Grok 4.20OpenTelemetry Collector alternatives: Cribl Stream, Fluent Bit, Mezmo Telemetry Pipeline, Vector
Muse Glimmer 30BOpenTelemetry Collector alternatives: Cribl Stream, Grafana, Grafana Cloud, Grafana Loki, Jaeger, New Relic, Prometheus, Tempo, Vector
Neither was named
12 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Cribl Stream alternatives: Bindplane, Datadog
GPT-5.4 miniOpenTelemetry Collector
Gemini 3.5 FlashCribl Stream, OpenTelemetry Collector, Vector alternatives: Amberflo, Census, Grafana Cloud, Hightouch, Lago, Metronome, Mixpanel, PostHog, RudderStack
Perplexity SonarOpenTelemetry Collector alternatives: Cribl Stream, Edge Delta
Mistral SmallOpenTelemetry Collector alternatives: Cribl Stream, Vector
DeepSeek V4 FlashOpenTelemetry Collector alternatives: Cribl Stream, Grafana LGTM Stack
Llama 4 MaverickVector alternatives: Cribl Stream, OpenTelemetry Collector
Qwen 3.7 FlashGrafana Cloud alternatives: Datadog, Honeycomb, Lightstep, OpenTelemetry Collector
Kimi K2OpenTelemetry Collector alternatives: Cribl Stream, Vector
GLM 4.7 FlashXOpenTelemetry Collector alternatives: Grafana, Grafana Loki, OTel Collector, Prometheus, Tempo
MiniMax M2.5OpenTelemetry Collector alternatives: Cribl Stream, Vector
GPT-6 LunaOpenTelemetry Collector alternatives: Alloy, Datadog, Grafana Cloud, Honeycomb, RudderStack
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Level: the same share of first choices.
Fluent Bit0%#13 of 15New Relic0%#14 of 15Mid-marketThe figures above
Level: the same share of first choices.
Fluent Bit2%#5 of 18New Relic2%#8 of 18Enterprise
Level: the same share of first choices.
Fluent Bit0%#8 of 15New Relic0%#15 of 15What the models said about Fluent Bit
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Lightweight log collection (not full pipeline)” DeepSeek V4 Flash · scale prompt · soft negative
“Less capable for complex routing/enrichment” DeepSeek V4 Flash · paraphrase prompt · soft negative
“Low Footprint / K8s DaemonSet | Fluent Bit or Vector | C/Rust performance, minimal RAM” Gemini 3.5 Flash · negative prompt · first choice
“Start with OpenTelemetry Collector + Fluent Bit (free, open-source)” MiniMax M2.5 · budget prompt · first choice
“Vector (by Datadog) or Fluent Bit + custom setup: Great starting point if your needs are simple.” Grok 4.20 · scale prompt · alternative
What the models said about New Relic
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Legacy vendor-specific agents (New Relic, AppDynamics, Dynatrace traditional agents) | Closed data formats, proprietary APIs” Kimi K2 · negative prompt · hard negative
Also compared
OpenTelemetry Collector vs Fluent BitOpenTelemetry Collector vs New RelicCribl Stream vs Fluent BitCribl Stream vs New RelicVector vs Fluent BitVector vs New RelicGrafana Cloud vs Fluent BitGrafana Cloud vs New RelicFluent Bit vs GrafanaFluent Bit vs Grafana LokiGrafana vs New RelicGrafana Loki vs New RelicAll twenty-eight head-to-head pages and the full telemetry pipelines standing
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.