xAI releases Grok 4.7 and GitHub begins Copilot rollout
Teams gain another long-context coding and agent candidate, but provider benchmarks, route-specific prices and staged access do not establish lower accepted-task cost.
xAI Grok 4.7 launch ↗A newly released frontier model with a 500K context window, configurable reasoning and multiple coding routes. It belongs on a same-work shortlist, but provider benchmarks and safeguards are not independent evidence, so HubAI withholds a score.
Teams gain another long-context coding and agent candidate, but provider benchmarks, route-specific prices and staged access do not establish lower accepted-task cost.
xAI Grok 4.7 launch ↗Grok 4.7 is designed for long-context coding, agentic tool use and knowledge work where teams can run a controlled same-task evaluation. HubAI treats it as a workflow purchase rather than a novelty: the relevant question is whether it produces an acceptable result repeatedly, with controls your team can understand and a cost that remains predictable after the trial ends.
Long-context coding, agentic tool use and knowledge work where teams can run a controlled same-task evaluation
accepted, tested code changes with lower cycle time and no increase in escaped defects
Benchmark, speed and safety results are provider-reported
Assign the same bounded repository change with tests and security checks.
Bring one representative input
Run the same job three times
Measure accepted output and cost
Verify the data-use, retention, logging, regional-processing and model-improvement terms for the exact xAI, Cursor, Grok Build, gateway or GitHub Copilot route. Do not assume one provider's controls apply to another route, and keep secrets and sensitive production data outside an unapproved pilot.
Public xAI API model grok-4.7 with a 500,000-token context window, text and image input, text output and configurable reasoning. Also available in Grok Build, Cursor and model gateways; GitHub Copilot is rolling out access across eligible paid plans. The Fast route is not available on the public xAI API.
xAI Responses and Chat Completions APIs · Function calling · Web and X search · Code execution · Cursor · Grok Build · GitHub Copilot
Vendor facts and HubAI opinion are separated. Sponsored placement cannot buy a higher score.
One compact record for price, access, data handling, deployment and the test that must pass before adoption.
Verify the data-use, retention, logging, regional-processing and model-improvement terms for the exact xAI, Cursor, Grok Build, gateway or GitHub Copilot route. Do not assume one provider's controls apply to another route, and keep secrets and sensitive production data outside an unapproved pilot.
Public xAI API model grok-4.7 with a 500,000-token context window, text and image input, text output and configurable reasoning. Also available in Grok Build, Cursor and model gateways; GitHub Copilot is rolling out access across eligible paid plans. The Fast route is not available on the public xAI API.
xAI Responses and Chat Completions APIs · Function calling · Web and X search · Code execution · Cursor · Grok Build · GitHub Copilot
Run five frozen coding or knowledge-work tasks through the intended commercial route and one existing model. Hold tools, context and reasoning effort constant; record accepted results, unsupported changes, tests, cache hits, latency, reviewer minutes and complete billed cost.
HubAI will publish a score only after the same representative tasks have been run against current alternatives. Vendor benchmarks are not treated as an editorial rating.
The subscription price is only the starting point. HubAI evaluates usage limits, failed attempts and the work needed to produce one usable result. Pricing changes frequently, so the structure and verification date matter more than a headline price.
Pricing checked for editorial use on 22 September 2026. Confirm live price, VAT, region, usage rights and cancellation terms with the vendor before purchase.
Model your own usage. HubAI separates subscription cost from retries and human review—without pretending a headline plan price tells the whole story.
Test this job with your own inputs and judge the finished result—not the first draft.
Test this job with your own inputs and judge the finished result—not the first draft.
Test this job with your own inputs and judge the finished result—not the first draft.
Act as a specialist in model ai. Ask me three questions before creating the first draft. The outcome I need is: [describe outcome].Create two approaches for [task]. Use this audience: [audience]. Respect these constraints: [constraints]. Explain the trade-off between the two approaches.Review this output against accuracy, tone, privacy, cost and usability. List the changes required before a person should approve it.Do not place confidential, personal or rights-restricted material into Grok 4.7 until your organisation has reviewed its current terms, retention settings and account controls. AI output can be plausible and still wrong; regulated, financial, legal and employment decisions require qualified human review.
This is HubAI's editorial record, not the vendor's product changelog or a live uptime claim.
Use-case routes, relevant comparisons and alternatives connected to the product profile.
Entry price structure, free or trial route and buyer limitations checked for editorial use.
Verdict, best fit, strengths, limitations, prompts and governance questions structured.
Engineering teams testing a frontier lead and lower-cost sidekick on long, repository-level coding work
COCognition SWE-2Test pendingCost-aware agentic coding as a standalone Devin model or the execution sidekick in Devin Fusion
HFProject HydraFusionTest pendingTesting single, cascade and critic-model coding workflows inside GitHub Copilot CLI
Scores are editorial signals, not a universal winner. Choose around the exact job and run the same proof test.
| Product | HubAI score | Best for | Price structure | Access | Decision |
|---|---|---|---|---|---|
| Grok 4.7 CURRENT | Test pending | Long-context coding, agentic tool use and knowledge work where teams can run a controlled same-task evaluation | $2/1M input and $6/1M output tokens on the standard xAI API; the US regional endpoint adds 10%, while the Fast route in Cursor and Grok Build uses higher rates | Grok Build has a free starting route; public API use is metered. GitHub Copilot access requires an eligible paid plan and is rolling out gradually | Current profile |
| Devin Fusion | Test pending | Engineering teams testing a frontier lead and lower-cost sidekick on long, repository-level coding work | Included within Devin plan quotas; current Pro is $20/month, Max $200/month, and Teams $80/month plus $40 per full developer seat; extra usage uses API pricing | Free plan has a light quota and limited models; paid plans include full model access, with promotional SWE-2 use through 10 October 2026 | Compare → |
| Cognition SWE-2 | Test pending | Cost-aware agentic coding as a standalone Devin model or the execution sidekick in Devin Fusion | Included within applicable Devin plan quotas; promotional free use for paid Pro, Max and Teams subscribers through 10 October 2026; extra usage uses API pricing | Devin Free has limited model availability; paid plans provide full model access | Compare → |
| Project HydraFusion | Test pending | Testing single, cascade and critic-model coding workflows inside GitHub Copilot CLI | No separate fee; underlying model tokens use their standard rates | Research preview through Copilot CLI experimental settings | Compare → |
Grok 4.7 is best suited to long-context coding, agentic tool use and knowledge work where teams can run a controlled same-task evaluation. HubAI's current verdict is: A newly released frontier model with a 500K context window, configurable reasoning and multiple coding routes. It belongs on a same-work shortlist, but provider benchmarks and safeguards are not independent evidence, so HubAI withholds a score.
Grok Build has a free starting route; public API use is metered. GitHub Copilot access requires an eligible paid plan and is rolling out gradually. Check the official product page before buying because allowances, regions and eligibility can change.
$2/1M input and $6/1M output tokens on the standard xAI API; the US regional endpoint adds 10%, while the Fast route in Cursor and Grok Build uses higher rates. The useful comparison is total cost per accepted result, including retries, limits and human correction—not the advertised entry price alone.
Compare products in the same Code AI shelf against one identical task, acceptance rule and cost window. Focus on accepted, tested code changes with lower cycle time and no increase in escaped defects.
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