Ollama
Ollama's release-candidate train hardens local inference and chases llama.cpp upstream.
Comparison · ai-assistants
Continue vs Microsoft Bing
A side-by-side editorial comparison of Continue and Microsoft Bing — release velocity, themes, recent moves, and the top alternatives to consider.
Continue vs Microsoft Bing: at a glance
What is Continue?
Continue is pushing its coding assistant from in-editor edits toward agent fleets and PR workflows.
Continue is an open-source AI coding assistant spanning VS Code, JetBrains, and a CLI. Recent releases broadened model support (GPT-5 Codex, Grok Code Fast 1), made edits apply instantly, and standardized MCP server configuration via JSON, while newer work (Shareable Agents, a Code Review Inbox) extends it beyond single-file editing toward shareable workflows and PR triage.
What is Microsoft Bing?
Bing pivots from ranking pages to grounding AI, shipping APIs and an open embedding model
Bing is repositioning its search index as the grounding layer for AI assistants rather than a destination for human browsing. Recent shipping reflects this: Web IQ grounding APIs, an open-source embedding model topping MTEB-v2, and AI-citation reporting for publishers in Webmaster Tools. The consumer-facing image-search refresh is the exception in an otherwise infrastructure-and-publisher-tooling agenda.
Continue vs Microsoft Bing: editorial side-by-side
Continue
0.0AI-ASSISTANTS
Continue is pushing its coding assistant from in-editor edits toward agent fleets and PR workflows.
◆ Current state
Continue is an open-source AI coding assistant spanning VS Code, JetBrains, and a CLI. Recent releases broadened model support (GPT-5 Codex, Grok Code Fast 1), made edits apply instantly, and standardized MCP server configuration via JSON, while newer work (Shareable Agents, a Code Review Inbox) extends it beyond single-file editing toward shareable workflows and PR triage.
◆ Where it's heading
The direction is from interactive editor assistant to agent platform: shareable agents, a PR review inbox, remote and background agents, and broad MCP support all point toward Continue orchestrating work across repos and surfaces rather than just completing code in one file.
◆ Prediction
Expect continued investment in the agent and PR-workflow surface around the Code Review Inbox, plus rapid adoption of new frontier models given the cadence of model integrations across these releases.
Microsoft Bing
4.3AI-ASSISTANTS
Bing pivots from ranking pages to grounding AI, shipping APIs and an open embedding model
◆ Current state
Bing is repositioning its search index as the grounding layer for AI assistants rather than a destination for human browsing. Recent shipping reflects this: Web IQ grounding APIs, an open-source embedding model topping MTEB-v2, and AI-citation reporting for publishers in Webmaster Tools. The consumer-facing image-search refresh is the exception in an otherwise infrastructure-and-publisher-tooling agenda.
◆ Where it's heading
The throughline across entries is grounding: feeding fresh, verifiable web data to agents and assistants, then giving publishers visibility into how their content gets cited. Bing is building the supply side (APIs, embeddings) and the measurement side (citation share, intents, topics) of the AI-answer economy simultaneously. The framing essays signal Microsoft intends to own grounding as a category.
◆ Prediction
Expect the Webmaster Tools AI-visibility previews to reach GA and Web IQ to add pricing tiers or expanded data types as it courts third-party agent builders.
Alternatives to Continue and Microsoft Bing
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 Continue or Microsoft Bing.
Gemini
Gemini's post-I/O push rolls the Omni and 3.5 model family across Google's surfaces
AI News
AI News tracks the shift from AI ambition to agentic execution and regulation
LangGraph
LangGraph's v3 streaming and SDK rebuild land amid steady CLI and dependency churn
Alhena AI
Alhena's feed is an integration content-marketing engine, not a release log
Botsify
Botsify's feed is SEO blog content, much of it off-topic, with no product releases
See all Continue alternatives → · See all Microsoft Bing alternatives →
Recent activity from Continue and Microsoft Bing
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2d agoMicrosoft BingNew AI Visibility Insights in Bing Webmaster Tools: Intents, Topics, Citation Share, Compare
- 16d agoMicrosoft BingAnnouncing Microsoft Web IQ ⚡
- 28d agoMicrosoft BingA Smarter Way to Explore Images Has Come to Bing
- 1mo agoMicrosoft BingKeeping Trusted Content Visible in an AI-Powered Search World
- 1mo agoMicrosoft BingEvolving role of the index: From ranking pages to supporting answers
- 2mo agoMicrosoft BingMicrosoft Open-Sources Industry-Leading Embedding Model ⚡
- 5mo agoContinueShareable Agents and Code Review Inbox ⚡
- 7mo agoContinueInstant Edits, GPT-5 Codex Support & Grok Code Fast 1 ⚡
- 8mo agoContinueEnhanced file access beyond workspace, improved agent error handling, and CLI stability fixes
- 8mo agoContinueMCP Configuration & Remote Development Update
- 8mo agoContinueJSON Configuration Support for MCP Servers
- 9mo agoContinueContinue v1.4.39: Smart Diffs & Settings Refresh
Frequently asked questions
What is the difference between Continue and Microsoft Bing?
They serve adjacent needs but don't currently overlap on shipped themes. Microsoft Bing is currently shipping more aggressively (velocity 4.3 vs 0.0), with 1 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 Continue better than Microsoft Bing?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Microsoft Bing is currently shipping more aggressively (velocity 4.3 vs 0.0), with 1 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 Continue?
Top Continue alternatives in ai-assistants are ranked by recent ship velocity. Browse the "Continue alternatives" section above for the current picks, or visit /alternatives/continue-dev for the full list with editorial commentary on each.
What are the best alternatives to Microsoft Bing?
Top Microsoft Bing alternatives in ai-assistants are ranked by recent ship velocity. Browse the "Microsoft Bing alternatives" section above for the current picks, or visit /alternatives/bing for the full list with editorial commentary on each.