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Comparison · Infra & APIs
Semgrep vs SigNoz
A side-by-side editorial comparison of Semgrep and SigNoz — release velocity, themes, recent moves, and the top alternatives to consider.
Semgrep vs SigNoz: at a glance
| Feature | Semgrep | SigNoz |
|---|---|---|
| Sector | Infra & APIs | Infra & APIs |
| Velocity score | 5.0 | 5.0 |
| Sparks · 30d | 0 | 0 |
| Top themes | sast, supply-chain, language-support, objective-c | observability, llm-observability, opentelemetry, alerting |
| Last editorial update | 8d ago | 1d ago |
| Website | Visit → | — |
What is Semgrep?
Semgrep adds Objective-C as an alpha target, its first new language since Dart went GA.
Semgrep ships weekly on two tracks. Supply Chain added Bazel Maven workspaces in 1.177, Bun lockfiles in 1.179 and unpinned Python requirements in 1.181. The matcher promoted Dart to GA in 1.180. 1.182 adds Objective-C (alpha) with search- and taint-mode rules, and updates the C# Pro, Terraform HCL and Lua grammars.
What is SigNoz?
SigNoz makes LLM traces readable with a conversation-style Thread view.
SigNoz now renders AI traces as a conversation: each LLM call's input and output messages, reasoning, tool calls and results laid out in sequence, instead of raw JSON in span details. It reads OTel gen_ai attributes plus formats from OpenAI, Anthropic, Gemini, LangChain, Vercel AI SDK, LiteLLM, OpenInference and others. The v1 alert rule API is still set for removal on November 11.
Semgrep vs SigNoz: editorial side-by-side
Semgrep
5.0INFRA · APIS
Semgrep adds Objective-C as an alpha target, its first new language since Dart went GA.
◆ Current state
Semgrep ships weekly on two tracks. Supply Chain added Bazel Maven workspaces in 1.177, Bun lockfiles in 1.179 and unpinned Python requirements in 1.181. The matcher promoted Dart to GA in 1.180. 1.182 adds Objective-C (alpha) with search- and taint-mode rules, and updates the C# Pro, Terraform HCL and Lua grammars.
◆ Where it's heading
Language coverage is widening toward Apple-platform code, where .m files have so far sat outside Semgrep's rules, and Objective-C++ is promised separately. On the dependency side, Python requirements handling keeps moving toward how people write manifests by hand rather than how pip-compile emits them.
◆ Prediction
Expect Objective-C++ (.mm) support next, as the 1.182 notes say, and Objective-C moving out of alpha. The open item from 1.181, turning unpinned Python deps into findings, has no date yet.
SigNoz
5.0INFRA · APIS
SigNoz makes LLM traces readable with a conversation-style Thread view.
◆ Current state
SigNoz now renders AI traces as a conversation: each LLM call's input and output messages, reasoning, tool calls and results laid out in sequence, instead of raw JSON in span details. It reads OTel gen_ai attributes plus formats from OpenAI, Anthropic, Gemini, LangChain, Vercel AI SDK, LiteLLM, OpenInference and others. The v1 alert rule API is still set for removal on November 11.
◆ Where it's heading
SigNoz is moving into LLM observability from both sides: August's plugin put it inside AI coding agents, and the Thread view now makes it a place to debug AI apps. Underneath, the alerting API keeps migrating on fixed, repeatedly announced dates. Alert channels into incident tools fill out the operational side.
◆ Prediction
Expect more AI-specific views on top of the Thread view, such as token or cost breakdowns per conversation, and the v1 rules removal to ship on November 11 as announced.
Alternatives to Semgrep and SigNoz
Other Infra & APIs products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Semgrep or SigNoz.
NetBird
NetBird's second v0.82 candidate keeps the MySQL removal and deprecates Rosenpass.
GitHub
At Universe, GitHub folds Copilot into Enterprise seats and lets Copilot Fusion pick the model.
incident.io
incident.io's agent now runs your team's own tools, with a human approval before any change.
Apache Airflow
Airflow 3.4 reaches its first release candidate, a week after the 10-20 provider wave.
Redocly
Redocly's reunite.agent gets per-duty cron schedules, rules and source repos.
See all Semgrep alternatives → · See all SigNoz alternatives →
Recent activity from Semgrep and SigNoz
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoSigNozAI traces are now easy to read with the new Thread View
- 7d agoSigNozv1 alert rules removed Nov 11; Telegram alerts, GCP logs
- 8d agoSemgrepObjective-C alpha support; C#, Terraform and Lua grammars updated
- 14d agoSemgrepSupply Chain inventories unpinned Python requirements
- 15d agoSigNozRebuilt panel editor, heatmap panel, Kubernetes status filters
- 21d agoSemgrepDart reaches GA; QL language support removed
- 24d agoSigNozFinal notice: v1 alert history API removed Oct 15
- 27d agoSemgrepSupply Chain adds Bun bun.lock parsing
- 1mo agoSigNozv1 alert history API removal reminder (Oct 15)
- 1mo agoSemgrepTree-sitter runtime bump and Windows hang fix
- 1mo agoSigNozv1 alert history endpoints removed Oct 15
- 1mo agoSemgrepNative Supply Chain support for Bazel workspaces ⚡
Frequently asked questions
What is the difference between Semgrep and SigNoz?
They serve adjacent needs but don't currently overlap on shipped themes. Semgrep and SigNoz are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Semgrep better than SigNoz?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Semgrep and SigNoz are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.
What are the best alternatives to Semgrep?
Top Semgrep alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Semgrep alternatives" section above for the current picks, or visit /alternatives/semgrep for the full list with editorial commentary on each.
What are the best alternatives to SigNoz?
Top SigNoz alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "SigNoz alternatives" section above for the current picks, or visit /alternatives/signoz for the full list with editorial commentary on each.