Kimi K3.1 Pro passed 8/8 for $0.03314 on October 23. The September 10 results remain GPT-6 Astra 8/8, DeepSeek 7/8 and Claude 6/8. Compare the same four tasks, measured costs and separately dated evidence.
Relationship not stated
Scope and disclosure
32 trials: 24 from September 10, 2026 plus eight Kimi trials from October 23. Four tasks, two attempts per model. Original models were not rerun.
Commercial relationship not stated. Check the article or video disclosure.
Original summary wording
Kimi K3.1 Pro passed all eight trials for $0.03314 on October 23, 2026. Compare its measured results with the September 10 DeepSeek V4.1 Flash, GPT-6 Astra and Claude Fable 5.1 tests.
Qwen3.8-27B passed 8/8 trials for $0.02008; DeepSeek V4.1 Flash passed 7/8 for $0.01092. Both passed the coding and chart tasks. Compare the hosted results and one DeepSeek tool failure; local hardware is a separate question.
Relationship not stated
Scope and disclosure
The same eight DeepSeek trials appear in both comparison articles; the articles are not independent replications.
Commercial relationship not stated. Check the article or video disclosure.
Original summary wording
Qwen passed 8/8 trials; DeepSeek passed 7/8 at lower cost. Our small hosted test covers coding, chart reading, tool recovery and the separate local-hardware decision.
The tested Qwen3 4B file passed 8/12 JSON attempts; the 0.6B and 1.7B files passed 3/12 each. Provider charges were $0. Compare timing and mistakes on one M4 Pro. Different quantizations limit model-size comparisons; summaries remain unscored.
Relationship not stated
Scope and disclosure
A narrow local pilot: four JSON tasks repeated three times per model. Different quantizations limit model-size comparisons. The 18 retained summaries are unscored. Four JSON tasks were repeated three times per model. The 18 summaries are unscored.
Commercial relationship not stated. Check the article or video disclosure.
Original summary wording
Three exact Qwen3 files, four short JSON tasks, and saved outputs from an M4 Pro. Inspect strict passes, formatting failures, timings, and sampled process memory.
Proof Lab 01 found failures in all six August 26 clips under the later PL-01-v1 rules. Historical charges totaled US$1.81332. Watch the clips and inspect the damaged marks. The stricter rubric was written after generation; original usability labels remain unchanged.
Relationship not stated
Scope and disclosure
Inspect the saved attempts, method, and limits before applying these results to another task. The original brief allowed a 5–25% enlargement; the later rubric narrowed that to 10–20%. The original September 19 report and sharing video record the earlier four-failure/two-unresolved state. No new runs were made.
Commercial relationship not stated. Check the article or video disclosure.
Original summary wording
Proof Lab 01: six retained August 26 clips. A September 20 addendum documents six retrospective failures under the later PL-01-v1 rubric and zero certified strict passes. Original usability labels remain unchanged. Inspect the methods and files; no new runs.
Native-2K text, image, video and audio-reference generation examples shown in the video
Paid sponsorship
Scope and disclosure
Evidence is limited to the recorded review and its documented sources. Read the companion for what was demonstrated and what remains unverified.
This video was produced as paid sponsorship. The reviewed product, service access or credits were supplied at no cost. There is no affiliate commission. The product link is not referral-tracked.
Week-long gaming, movie, mobile, comfort, audio and compatibility use described in the video
No product sponsorship disclosed
Scope and disclosure
Evidence is limited to the recorded review and its documented sources. Read the companion for what was demonstrated and what remains unverified.
This was an independent review with no paid sponsorship, supplied product or access, loan, gift, affiliate commission, referral tracking, viewer promotion or time-limited offer.
Shot planning, AI Extend, continuity, editing and export workflow described or shown in the sponsored video. An exact 30-second generated output was not independently measured in this review.
Paid sponsorship
Scope and disclosure
Evidence is limited to the recorded review and its documented sources. Read the companion for what was demonstrated and what remains unverified.
This video was produced as paid sponsorship. There is no affiliate commission. The product link is not referral-tracked.
Text-to-image, editing and image-to-video workflow shown with an original character
Paid sponsorship
Scope and disclosure
Evidence is limited to the recorded review and its documented sources. Read the companion for what was demonstrated and what remains unverified.
This video was produced as paid sponsorship. The reviewed product, service access or credits were supplied at no cost. There is no affiliate commission. The product link is not referral-tracked. The video includes a viewer promotion or promotional credits. The viewer promotion was not identified as time-limited.
Wearable sensor, recovery, sleep, stress and training-readiness behavior discussed in the review
No product sponsorship disclosed
Scope and disclosure
Evidence is limited to the recorded review and its documented sources. Read the companion for what was demonstrated and what remains unverified.
This was an independent review with no paid sponsorship, supplied product or access, loan, gift, affiliate commission, referral tracking, viewer promotion or time-limited offer.
Daily workflow use, controls, connectivity, approvals and navigation described in the review
No product sponsorship disclosed
Scope and disclosure
Evidence is limited to the recorded review and its documented sources. Read the companion for what was demonstrated and what remains unverified.
This was an independent review with no paid sponsorship, supplied product or access, loan, gift, affiliate commission, referral tracking, viewer promotion or time-limited offer.
Script, character, scene, storyboard, episode and final-render workflow shown in Story Studio
Paid sponsorship
Scope and disclosure
Evidence is limited to the recorded review and its documented sources. Read the companion for what was demonstrated and what remains unverified.
This video was produced as paid sponsorship. The reviewed product, service access or credits were supplied at no cost. There is no affiliate commission. The product link is not referral-tracked.
Emotional narration, multi-character speech, voice cloning, voice design and dubbing examples shown for NOIZ
Paid sponsorship
Scope and disclosure
Evidence is limited to the recorded review and its documented sources. Read the companion for what was demonstrated and what remains unverified.
This video was produced as paid sponsorship. The reviewed product, service access or credits were supplied at no cost. There is no affiliate commission. The product link is not referral-tracked.
Historical-reference, character, storyboard, generation, regeneration and continuity workflow shown in Director Mode
Paid sponsorship
Scope and disclosure
Evidence is limited to the recorded review and its documented sources. Read the companion for what was demonstrated and what remains unverified.
This video was produced as paid sponsorship. The reviewed product, service access or credits were supplied at no cost. There is no affiliate commission. The product link is not referral-tracked.
Avatar generation, dubbing, and lip-sync results demonstrated in the Kingy review.
Paid sponsorship
Scope and disclosure
Evidence is limited to the recorded review and its documented sources. Read the companion for what was demonstrated and what remains unverified.
This video was produced as a paid sponsorship with Artlist. Artlist provided no-cost product, account, credits, or access for the review. Curtis reports no affiliate or referral commission, no separate direct payment, no travel or event support, no other material support, no brand editorial approval or control.
Week-long flight, tracking, image-quality, and handling observations described in the Kingy review.
No product sponsorship disclosed · Includes a paid advertisement
Scope and disclosure
Evidence is limited to the recorded review and its documented sources. Read the companion for what was demonstrated and what remains unverified.
This is an independent editorial review, not a paid sponsorship. Curtis reports no affiliate or referral commission, no separate direct payment, no travel or event support, no other material support, no brand editorial approval or control. The video includes a paid interstitial advertisement. Curtis confirmed this is not a paid sponsorship of the DJI editorial review.
Prompt-to-presentation generation, layout refinement, visuals, and editing shown in the Kingy review.
Paid sponsorship
Scope and disclosure
Evidence is limited to the recorded review and its documented sources. Read the companion for what was demonstrated and what remains unverified.
This video was produced as a paid sponsorship with Prezi AI. Prezi AI provided no-cost product, account, credits, or access for the review. Curtis reports no affiliate or referral commission, no separate direct payment, no travel or event support, no other material support, and no brand editorial approval or control.
One-click deployment, scheduled tasks, documents, expert agents, and messaging integrations shown in the review.
Paid sponsorship
Scope and disclosure
Evidence is limited to the recorded review and its documented sources. Read the companion for what was demonstrated and what remains unverified.
This video was produced as a paid sponsorship with MiniMax. MiniMax provided no-cost product, account, credits, or access for the review. Curtis reports no affiliate or referral commission, no separate direct payment, no travel or event support, no other material support, no brand editorial approval or control.
Generating LUT files, SRT countdowns, WAV sound effects, PNG stickers, and storyboard material for editing.
Paid sponsorship
Scope and disclosure
Evidence is limited to the recorded review and its documented sources. Read the companion for what was demonstrated and what remains unverified.
This video was produced as a paid sponsorship with Agent Opus. Agent Opus provided no-cost product, account, credits, or access for the review. Curtis reports no affiliate or referral commission, no separate direct payment, no travel or event support, no other material support, no brand editorial approval or control.
Character, location, framing, direction, and sequence workflow demonstrated in the Kingy review.
Paid sponsorship
Scope and disclosure
Evidence is limited to the recorded review and its documented sources. Read the companion for what was demonstrated and what remains unverified.
This video was produced as a paid sponsorship with Artlist. Artlist provided no-cost product, account, credits, or access for the review. Curtis reports no affiliate or referral commission, no separate direct payment, no travel or event support, no other material support, no brand editorial approval or control.
Film direction, iterative scene changes, model selection, voice, and assembly shown in the Kingy review.
Paid sponsorship
Scope and disclosure
Evidence is limited to the recorded review and its documented sources. Read the companion for what was demonstrated and what remains unverified.
This video was produced as a paid sponsorship with InVideo. InVideo provided no-cost product, account, credits, or access for the review. Curtis reports no affiliate or referral commission, no separate direct payment, no travel or event support, no other material support, and no brand editorial approval or control.
AI-generated app structure, database, roles, permissions, pages, and visual editing shown in the review.
Paid sponsorship
Scope and disclosure
Evidence is limited to the recorded review and its documented sources. Read the companion for what was demonstrated and what remains unverified.
This video was produced as a paid sponsorship with Softr. Softr provided no-cost product, account, credits, or access for the review. Curtis reports no affiliate or referral commission, no separate direct payment, no travel or event support, no other material support, no brand editorial approval or control.
The proactive-agent workflow, memory behavior, task extraction, and alerts shown in the Kingy review.
Paid sponsorship
Scope and disclosure
Evidence is limited to the recorded review and its documented sources. Read the companion for what was demonstrated and what remains unverified.
This video was produced as a paid sponsorship with Air Jelly. Air Jelly provided no-cost product, account, credits, or access for the review. Curtis reports no affiliate or referral commission, no separate direct payment, no travel or event support, no other material support, and no brand editorial approval or control.
Sitemap generation, wireframing, component selection, and design handoff shown in the Kingy review.
Paid sponsorship
Scope and disclosure
Evidence is limited to the recorded review and its documented sources. Read the companion for what was demonstrated and what remains unverified.
This video was produced as a paid sponsorship with Relume. Relume provided no-cost product, account, credits, or access for the review. Curtis reports no affiliate or referral commission, no separate direct payment, no travel or event support, no other material support, and no brand editorial approval or control.
Short-drama generation from story input through characters, episodes, clips, and export shown in the review.
Paid sponsorship
Scope and disclosure
Evidence is limited to the recorded review and its documented sources. Read the companion for what was demonstrated and what remains unverified.
This video was produced as a paid sponsorship with Pippit AI. Pippit AI provided no-cost product, account, credits, or access for the review. Curtis reports no affiliate or referral commission, no separate direct payment, no travel or event support, no other material support, and no brand editorial approval or control.
CapCut, Photoshop, Canva, DaVinci Resolve, and After Effects workflows shown on the reviewed machine.
No product sponsorship disclosed
Scope and disclosure
Evidence is limited to the recorded review and its documented sources. Read the companion for what was demonstrated and what remains unverified.
This is an independent editorial review, not a paid sponsorship. Curtis reports no affiliate or referral commission, no separate direct payment, no travel or event support, no other material support, no brand editorial approval or control.
Smart Mesh, V3.1 HD generation, rigging, animation, and editing workflow shown in the review.
Paid sponsorship
Scope and disclosure
Evidence is limited to the recorded review and its documented sources. Read the companion for what was demonstrated and what remains unverified.
This video was produced as a paid sponsorship with Tripo. Tripo provided no-cost product, account, credits, or access for the review. Curtis reports no affiliate or referral commission, no separate direct payment, no travel or event support, no other material support, no brand editorial approval or control.
Video, image, voiceover, music, and creative-agent workflows shown in the Kingy review.
Paid sponsorship
Scope and disclosure
Evidence is limited to the recorded review and its documented sources. Read the companion for what was demonstrated and what remains unverified.
This video was produced as a paid sponsorship with Framia Pro. Framia Pro provided no-cost product, account, credits, or access for the review. Curtis reports no affiliate or referral commission, no separate direct payment, no travel or event support, no other material support, and no brand editorial approval or control.
Pull-request review, feedback, and repository-context workflow shown in the Kingy review.
Paid sponsorship
Scope and disclosure
Evidence is limited to the recorded review and its documented sources. Read the companion for what was demonstrated and what remains unverified.
This video was produced as a paid sponsorship with Qodo. Qodo provided no-cost product, account, credits, or access for the review. Curtis reports no affiliate or referral commission, no separate direct payment, no travel or event support, no other material support, and no brand editorial approval or control.
API, notebook, model-hosting, and LoRA workflow demonstrated in the Kingy review.
Paid sponsorship
Scope and disclosure
Evidence is limited to the recorded review and its documented sources. Read the companion for what was demonstrated and what remains unverified.
This video was produced as a paid sponsorship with ModelScope. ModelScope provided no-cost product, account, credits, or access for the review. Curtis reports no affiliate or referral commission, no separate direct payment, no travel or event support, no other material support, and no brand editorial approval or control.
Ambient, phone, and Bluetooth recording plus transcription workflow shown in the Kingy review.
Paid sponsorship
Scope and disclosure
Evidence is limited to the recorded review and its documented sources. Read the companion for what was demonstrated and what remains unverified.
This video was produced as a paid sponsorship with BOYA. BOYA provided no-cost product, account, credits, or access for the review. Curtis reports no affiliate or referral commission, no separate direct payment, no travel or event support, no other material support, and no brand editorial approval or control.
Agentic coding workflow, responsiveness, repository work, and output quality shown in the Kingy review.
Paid sponsorship
Scope and disclosure
Evidence is limited to the recorded review and its documented sources. Read the companion for what was demonstrated and what remains unverified.
This video was produced as a paid sponsorship with MiniMax. MiniMax provided no-cost product, account, credits, or access for the review. Curtis reports no affiliate or referral commission, no separate direct payment, no travel or event support, no other material support, no brand editorial approval or control.
The store-generation, product-selection, customization, and supplier workflow shown in the Kingy guide.
Paid sponsorship
Scope and disclosure
Evidence is limited to the recorded review and its documented sources. Read the companion for what was demonstrated and what remains unverified.
This video was produced as a paid sponsorship with Build Your Store. Build Your Store provided no-cost product, account, credits, or access for the review. Curtis reports no affiliate or referral commission, no separate direct payment, no travel or event support, no other material support, and no brand editorial approval or control.
Breakdown of the AI-assisted ad workflow, iteration process, and production choices shown in the video.
Paid sponsorship
Scope and disclosure
Evidence is limited to the recorded review and its documented sources. Read the companion for what was demonstrated and what remains unverified.
This video was produced as a paid sponsorship with Artlist. Artlist provided no-cost product, account, credits, or access for the review. Curtis reports no affiliate or referral commission, no separate direct payment, no travel or event support, no other material support, no brand editorial approval or control.
Kingy-run experiments with saved outputs and a documented method. Small samples and failed attempts stay visible. Some articles share the same runs; entry counts are not independent experiment counts.
Video reviews & demos
Recorded reviews or workflows with an evidence companion. Demonstrated behavior and sourced claims have different limits; these entries are not automatically controlled benchmarks.
Source analysis
Comparisons and buyer reviews based on named sources. They may link to hands-on work, but the source analysis itself is not counted as a new experiment.
Commercial disclosure is a separate filter. “Product or access supplied” identifies a documented contribution; it does not establish cash sponsorship or affiliate terms. “No product sponsorship disclosed” reflects an explicit statement; a video may still include an advertisement. “Relationship not stated” is not a claim of independence. Dates describe the test, publication or source check shown. A separate “New test results” date identifies a later test extension; it does not mean the original models were retested or every claim was reviewed again.
This library brings together existing documented records and selected source reviews. The wider archives remain available below.
