Telemetry pipelines · November 2026 Edition
Cribl Stream vs Grafana Cloud
Two of fourteen models named Cribl Stream first on the direct prompt; one named Grafana Cloud. Cribl Stream was named by thirteen of the fourteen models and Grafana Cloud by twelve and Cribl Stream carries 37 labels and Grafana Cloud 23, so the shares are not directly comparable.
Named in three categories this edition.
Named in five categories this edition.
First-choice share16%9%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate3%9%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#4A position in a field of 18; printed, not drawn.
Labels3723A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Cribl Stream 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 Cribl Stream · OpenTelemetry Collector vs Grafana Cloud · Cribl Stream vs Vector
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.
Cribl StreamFirst choices, of fourteen modelsGrafana Cloud
Direct21
Paraphrase61
Comparative10
Budget-constrained021 against Cribl Stream · 2 against Grafana Cloud
Scale-constrained11
Negative00
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 Cribl Stream and Grafana Cloud 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 | | | |
Cribl Stream Grafana Cloud first choice named as an alternative argued againstblank: not namedEach cell is one answer, Cribl Stream on the left and Grafana Cloud on the right.The direct prompt
The plain question, one answer per model, grouped by where Cribl Stream and Grafana Cloud stood in it.
Cribl Stream first, Grafana Cloud an alternative
2 of 14 modelsGrafana Cloud was named in the answer but not as the choice, or not at all.Claude Haiku 4.5Cribl Stream alternatives: Bindplane, Datadog
Gemini 3.5 FlashCribl Stream, OpenTelemetry Collector, Vector alternatives: Amberflo, Census, Grafana Cloud, Hightouch, Lago, Metronome, Mixpanel, PostHog, RudderStack
Grafana Cloud first, Cribl Stream not the choice
1 of 14 modelsCribl Stream was named in the answer but not as the choice, or not at all.Qwen 3.7 FlashGrafana Cloud alternatives: Datadog, Honeycomb, Lightstep, OpenTelemetry Collector
Neither was the first choice, one was named
9 of 14 modelsThe answer put something else first and named one of the two as an alternative.Perplexity SonarOpenTelemetry Collector alternatives: Cribl Stream, Edge Delta
Grok 4.20OpenTelemetry Collector alternatives: Cribl Stream, Fluent Bit, Mezmo Telemetry Pipeline, Vector
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
Kimi K2OpenTelemetry Collector alternatives: Cribl Stream, Vector
MiniMax M2.5OpenTelemetry Collector alternatives: Cribl Stream, Vector
GPT-6 LunaOpenTelemetry Collector alternatives: Alloy, Datadog, Grafana Cloud, Honeycomb, RudderStack
Muse Glimmer 30BOpenTelemetry Collector alternatives: Cribl Stream, Grafana, Grafana Cloud, Grafana Loki, Jaeger, New Relic, Prometheus, Tempo, Vector
Neither was named
2 of 14 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniOpenTelemetry Collector
GLM 4.7 FlashXOpenTelemetry Collector alternatives: Grafana, Grafana Loki, OTel Collector, Prometheus, Tempo
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
Grafana Cloud leads by nine points.
Grafana Cloud17%#2 of 15Cribl Stream9%#3 of 15Mid-marketThe figures above
The order flips: Cribl Stream leads at mid-market.
Cribl Stream16%#2 of 18Grafana Cloud9%#4 of 18Enterprise
Cribl Stream leads by thirty-eight points.
Cribl Stream40%#1 of 15Grafana Cloud2%#5 of 15What the models said about Cribl Stream
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“its licensing and operational footprint are usually harder to justify for a small budget” Perplexity Sonar · budget prompt · soft negative
“either a managed offering built on open standards (e.g., Bindplane on OTel Collector) or a commercial tool with strong UI and support (e.g., Cribl)” DeepSeek V4 Flash · scale prompt · first choice
“Currently the dominant commercial leader... Choose Cribl if you have a large, noisy environment and want to cut observability bills” Qwen 3.7 Flash · comparative prompt · first choice
“Cribl is frequently highlighted as a leader in the observability pipeline space... making it a strong fit for B2B companies” Mistral Small · paraphrase prompt · first choice
What the models said about Grafana Cloud
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“versus $400–$1,800/month for Grafana Cloud LGTM or Datadog ... can be justified despite the higher cost” GLM 4.7 FlashX · budget prompt · soft negative
“Grafana Cloud free tier paired with Prometheus is the cheapest viable observability stack for a 10-service, 5-user startup at $0 licensing cost.” Muse Glimmer 30B · budget prompt · first choice
“Use Grafana Cloud's free tier as the backend to start. It currently includes metrics, logs, traces, dashboards, and alerting” GPT-6 Luna · budget prompt · first choice
“Option A: Cost-Conscious & Flexible Stack: OpenTelemetry Collector → Grafana Cloud (or self-hosted LGTM)” Kimi K2 · scale prompt · first choice
Also compared
OpenTelemetry Collector vs Cribl StreamOpenTelemetry Collector vs Grafana CloudCribl Stream vs VectorCribl Stream vs Fluent BitCribl Stream vs GrafanaCribl Stream vs Grafana LokiCribl Stream vs New RelicVector vs Grafana CloudGrafana Cloud vs Fluent BitGrafana Cloud vs GrafanaGrafana Cloud vs Grafana LokiGrafana Cloud 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.