Baseten
Baseten ends the free launch of elephant-1 and mammoth-1 and adds per-replica metrics.
Comparison · ai-assistants
Firecrawl vs opencode
A side-by-side editorial comparison of Firecrawl and opencode — release velocity, themes, recent moves, and the top alternatives to consider.
Firecrawl vs opencode: at a glance
What is Firecrawl?
Firecrawl now sells corpora, not crawls - and just aimed one at coding agents.
Firecrawl has converted a scraping API into a retrieval layer built on three owned indexes: Research (arXiv), Life Sciences (41M papers), and now Developer (70M+ READMEs, issues, PRs and OpenAPI specs). Each launches with a recall number attached, including 0.63 recall@10 on its own DevDex set for the newest one. The scrape side has settled into token-efficiency formats - Question, Highlights, and an excerpt-scored /search - that return passages rather than pages. Research Index is now free outright.
What is opencode?
opencode's feed goes quiet after V2 took over, with only CI and animation tags.
The two new tags are housekeeping: the GitHub Action now pins actions/cache to a commit SHA, and an app tag changes how an orb animation is derived. The substantive changes remain V2's promotion to the main branch, the VS Code extension 1.0 that launches the V2 CLI, and the retirement of the separate beta repo.
Firecrawl vs opencode: editorial side-by-side
Firecrawl
7.5AI-ASSISTANTS
Firecrawl now sells corpora, not crawls - and just aimed one at coding agents.
◆ Current state
Firecrawl has converted a scraping API into a retrieval layer built on three owned indexes: Research (arXiv), Life Sciences (41M papers), and now Developer (70M+ READMEs, issues, PRs and OpenAPI specs). Each launches with a recall number attached, including 0.63 recall@10 on its own DevDex set for the newest one. The scrape side has settled into token-efficiency formats - Question, Highlights, and an excerpt-scored /search - that return passages rather than pages. Research Index is now free outright.
◆ Where it's heading
The centre of gravity has moved from selling fetches to selling corpora, with published benchmarks as the competitive axis. Developer Index is the first index pointed at a market far larger than research: every coding agent that needs to answer questions about library behaviour from primary sources. Giving away research retrieval while charging two credits per developer search shows where Firecrawl expects revenue to sit.
◆ Prediction
Expect more verticals on the /search/<domain> pattern, each launched with a self-published recall benchmark. The entries do not indicate whether the free research tier is permanent or an acquisition period.
opencode
5.0AI-ASSISTANTS
opencode's feed goes quiet after V2 took over, with only CI and animation tags.
◆ Current state
The two new tags are housekeeping: the GitHub Action now pins actions/cache to a commit SHA, and an app tag changes how an orb animation is derived. The substantive changes remain V2's promotion to the main branch, the VS Code extension 1.0 that launches the V2 CLI, and the retirement of the separate beta repo.
◆ Where it's heading
opencode has spent October consolidating on V2 and cleaning up its release pipeline. The tags since then are small and auxiliary, which suggests the next user-facing release will be a V2 CLI version rather than more 1.18.x patches.
◆ Prediction
Expect the first V2-numbered CLI release to appear next; the entries don't show when.
Alternatives to Firecrawl and opencode
Other ai-assistants 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 Firecrawl or opencode.
Ollama
Ollama v0.40.11 adds local speech output on macOS, with an OpenAI-compatible audio endpoint.
GitHub Copilot
Copilot adds GPT-6.1 Terra as a cheaper agentic default and makes assisted permissions GA.
LobeChat
LobeHub canary.3 adds Projects with a lead agent, multi-file Canvas artifacts and Docs.
Claude
Claude Duet opens a proactive-agent app to Pro and Max, the first move after the 5.5 rollout.
DocsBot AI
DocsBot publishes an e-commerce case study while waiting for its November launch week.
See all Firecrawl alternatives → · See all opencode alternatives →
Recent activity from Firecrawl and opencode
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoopencode@opencode/pty 0.3.2 published on protocol 7
- 4d agoopencodeGitHub Action pins actions/cache to a commit SHA
- 8d agoopencodeApp orb animation now derived from iOS simulation
- 8d agoopencodegithub-v1.2.27: GitHub app drops unused token-exchange route
- 13d agoopencodeRelease pipeline drops the separate opencode-beta repo
- 16d agoopencodeVS Code extension 1.0 launches the V2 CLI
- 2mo agoFirecrawlFirecrawl Developer Index ⚡
- 2mo agoFirecrawlLife Sciences in Firecrawl Research Index ⚡
- 3mo agoFirecrawlIntroducing our most accurate /search yet ⚡
- 4mo agoFirecrawlWeb-scale /monitor
- 4mo agoFirecrawlv2.11.0: Research Index, keyless access, PII redaction
- 4mo agoFirecrawlFirecrawl Research Index ⚡
Frequently asked questions
What is the difference between Firecrawl and opencode?
They serve adjacent needs but don't currently overlap on shipped themes. Firecrawl is currently shipping more aggressively (velocity 7.5 vs 5.0), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Firecrawl better than opencode?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Firecrawl is currently shipping more aggressively (velocity 7.5 vs 5.0), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other ai-assistants products to evaluate alongside.
What are the best alternatives to Firecrawl?
Top Firecrawl alternatives in ai-assistants are ranked by recent ship velocity. Browse the "Firecrawl alternatives" section above for the current picks, or visit /alternatives/firecrawl for the full list with editorial commentary on each.
What are the best alternatives to opencode?
Top opencode alternatives in ai-assistants are ranked by recent ship velocity. Browse the "opencode alternatives" section above for the current picks, or visit /alternatives/opencode for the full list with editorial commentary on each.