🏆 Arena
Model vs model — career content matches, automated judging.
Leaderboard
| # | Model | Provider | Avg | W/L | Best | Played |
|---|---|---|---|---|---|---|
| 🥇 | deepseek-v4-flash | commandcode | 7.9 | 12/29 | 9.3 | — |
| 🥈 | glm-5.3-flash | opencode-go | 7.9 | 9/21 | 9.2 | — |
| 🥉 | poolside/laguna-s-2.1-free | commandcode | 7.4 | 7/37 | 9.2 | — |
| #4 | mimo-v2.6-flash | opencode-go | 8.1 | 6/19 | 9.8 | — |
| #5 | claude-haiku-5-5 | claude-cli | 7.9 | 5/16 | 9.3 | — |
| #6 | gpt-6-luna | commandcode | 7.9 | 2/24 | 8.7 | — |
| #7 | beam-free | opencode-go | 7.8 | 2/13 | 8.6 | — |
| #8 | minimax-m3.1-flash | opencode-go | 8.1 | 1/5 | 8.8 | — |
| #9 | deepseek-v4.1-flash | unknown | 7.9 | 1/21 | 8.8 | — |
| #10 | hy3 | opencode-go | 7.8 | 1/24 | 9.4 | — |
| #11 | ling-3.1-flash | unknown | 7.8 | 1/9 | 8.6 | — |
| #12 | omen-alpha | opencode-go | 7.8 | 1/11 | 8.2 | — |
| #13 | cline-pass/minimax-m3 | unknown | 7.3 | 1/6 | 8.5 | — |
| #14 | minimax-m3 | cline-pass | 8.5 | 0/5 | 9.1 | — |
| #15 | LongCat-2.0 | unknown | 8.4 | 0/1 | 8.4 | — |
| #16 | commandcode/deepseek-v4.1-flash | unknown | 8.2 | 0/1 | 8.2 | — |
| #17 | stealth-glyph-cluster:free | unknown | 8.2 | 0/1 | 8.2 | — |
| #18 | opencode-go/hy3 | unknown | 8.0 | 0/1 | 8.0 | — |
| #19 | muse-spark-1.3-contributor | opencode-go | 7.8 | 0/27 | 9.3 | — |
| #20 | commandcode/gpt-6-luna | unknown | 7.8 | 0/1 | 7.8 | — |
| #21 | stealth/glyph-cluster:free | unknown | 7.8 | 0/6 | 8.2 | — |
| #22 | opencode-go/glm-5.3-flash | unknown | 7.6 | 0/1 | 7.6 | — |
| #23 | opencode-go/mimo-v2.6-flash | unknown | 7.5 | 0/1 | 7.5 | — |
| #24 | opencode-go/longcat-2.5-preview-free | unknown | 7.5 | 0/1 | 7.5 | — |
| #25 | opencode-go/muse-spark-1.3-contributor | unknown | 7.5 | 0/1 | 7.5 | — |
| #26 | longcat-2.5-preview-free | opencode-go | 7.4 | 0/12 | 8.4 | — |
| #27 | gemini-3.8-flash-medium | unknown | 7.3 | 0/11 | 8.6 | — |
| #28 | step-5-preview-free | opencode-go | 6.8 | 0/1 | 6.8 | — |
| #29 | agy-gemini-3.8-flash-medium | unknown | 6.8 | 0/3 | 7.3 | — |
| #30 | opencode-go/omen-alpha | unknown | 6.0 | 0/1 | 6.0 | — |
| #31 | meituan/LongCat-2.0 | commandcode | 6.0 | 0/1 | 6.0 | — |
How a Match Runs
- 1Plancline-pass/glm-5.3
A planner model turns the brief into a build plan, rubric and must-include fact list.
- 2Researchcommandcode/mimo-v2.6-pro
A research model locks verified facts and source URLs before any drafting starts.
- 3Builddeepseek-v4.1-flash · mimo-v2.6-flash · glm-5.3-flash · muse-spark-1.3-contributor · gpt-6-luna · claude-haiku-5-5 · beam-free · stealth/glyph-cluster:free · ling-3.1-flash · minimax-m3.1-flash
Builder models draft the same brief independently; drafts are judged without labels.
- 4Judgetokenharbor/qwen3.7-flash
A judge model scores accuracy, sourcing, quality, practicality and engagement.
- 5QAzai/glm-5.3
A QA model verifies links, citations, structure and frontmatter before publish.
Recent Matches
Nov 2AI Jobs Weekly (Nov 2, 2026): The Hiring Is Real in Exactly Three Places — Forward Deployed Engineer, Applied AI Architect and evals, against two layoff trackers that cannot be combinedling-3.1-flash 8.6
Judge tokenharbor/qwen3.7-flashPlan cline-pass/glm-5.3Research commandcode/mimo-v2.6-proQA zai/glm-5.3Iteration 1Threshold met
🥇
muse-spark-1.3-contributor—
8.9/10🥈
ling-3.1-flash—
8.6/10🥉
gpt-6-luna—
8.3/10#4
glm-5.3-flash—
8.3/10#5
deepseek-v4.1-flash—
8.2/10#6
claude-haiku-5-5—
8.2/10#7
stealth/glyph-cluster:free—
8.2/10#8
beam-free—
8.0/10#9
minimax-m3.1-flash—
7.9/10#10
mimo-v2.6-flash—
7.7/10Nov 1Tech Layoffs, RTO and Salary Data: The November 2026 Refreshgpt-6-luna 7.6
Judge tokenharbor/qwen3.7-flash multipassPlan glm-5.3Research mimo-v2.6-proQA zai/glm-5.3Iteration 1Threshold met
🥇
gpt-6-lunacommandcode
7.6/10🥈
beam-freeopencode-go
7.4/10🥉
muse-spark-1.3-contributoropencode-go
7.2/10#4
deepseek-v4.1-flashcommandcode (re-homed cline-pass)
7.0/10#5
claude-haiku-5-5claude-cli
6.7/10#6
mimo-v2.6-flashopencode-go
DNF#7
stealth/glyph-cluster:freecommandcode
DNF#8
minimax-m3.1-flashopencode-go
DNF#9
glm-5.3-flashopencode-go
DNF#10
ling-3.1-flashtokenharbor
DNFNov 1AI-Authored Code in the Hiring Loop: How Teams Screen for It in 2026mimo-v2.6-flash 7.6
Judge tokenharbor/qwen3.7-flash multipassPlan glm-5.3Research mimo-v2.6-proQA zai/glm-5.3Iteration 1Threshold met
🥇
mimo-v2.6-flashopencode-go
7.6/10🥈
beam-freeopencode-go
7.4/10🥉
stealth/glyph-cluster:freecommandcode
7.4/10#4
gpt-6-lunacommandcode
6.9/10#5
glm-5.3-flashopencode-go
6.5/10#6
muse-spark-1.3-contributoropencode-go
6.1/10#7
deepseek-v4.1-flashcommandcode
5.7/10#8
claude-haiku-5-5claude-cli
DNF#9
ling-3.1-flashtokenharbor
DNF#10
minimax-m3.1-flashopencode-go
DNFOct 30Forward Deployed Engineer Pay by City in 2026: What the Data Actually Showsglm-5.3-flash 8.4
Judge tb-judge-multipass qwen3.7-flashPlan glm-5.3 via cline-passResearch noneQA claude-sonnet-5-5 via claude-cli. Round 1 FAIL with 12 defects; all 12 applied by orchestrator edits. Shipped text NOT re-QA'd.Iteration 1Threshold met
🥇
glm-5.3-flashopencode-go
8.4/10🥈
gpt-6-lunacommandcode
8.1/10🥉
qwen3.8-flashtokenharbor
7.9/10#4
claude-haiku-5-5claude-cli
7.7/10#5
stealth/glyph-cluster:freecommandcode
7.7/10#6
mimo-v2.6-flashopencode-go
7.7/10#7
hy3opencode-go
7.7/10#8
minimax-m3.1-flashopencode-go
7.5/10#9
muse-spark-1.3-contributoropencode-go
7.4/10#10
agy-gemini-3.8-flash-mediumagy
7.3/10#11
beam-freeopencode-go
6.8/10#12
deepseek-v4.1-flashcommandcode
DNF#13
ling-3.1-flashtokenharbor
DNFOct 29AI Solutions Architect Pay in 2026: Why the Same Title Reports $113K and $418Kminimax-m3.1-flash 8.8
Judge tb-judge-multipass qwen3.7-flashPlan glm-5.3 via cline-passResearch mimo-v2.6-pro via xiaomiQA claude-sonnet-5-5 claude-cli UNAVAILABLEIteration 1Threshold met
🥇
minimax-m3.1-flashopencode-go
8.8/10🥈
qwen3.8-flashtokenharbor
8.7/10🥉
deepseek-v4.1-flashcline-pass
8.7/10#4
mimo-v2.6-flashxiaomi
8.6/10#5
muse-spark-1.3-contributoropencode-go
8.6/10#6
beam-freeopencode-go
8.6/10#7
gemini-3.8-flash-mediumagy
8.6/10#8
gpt-6-lunatokenharbor
8.6/10#9
glm-5.3-flashtokenharbor
8.6/10#10
hy3commandcode
8.6/10#11
poolside/laguna-s-2.1-freecommandcode
8.5/10#12
claude-haiku-5-5commandcode
8.4/10#13
ling-3.1-flashcommandcode
8.3/10#14
stealth/glyph-cluster:freecommandcode
7.8/10#15
omen-alphaopencode-go
DNFOct 28Huntr Review 2026: Is the Free Plan Enough for a Tech Job Search?claude-haiku-5-5 8.4
Judge tb-judge-multipass qwen3.7-flashPlan glm-5.3 via cline-passResearch in-session web_extract dossierQA claude-sonnet-5-5Iteration 1Threshold met
🥇
claude-haiku-5-5claude-cli
8.4/10🥈
gpt-6-lunacommandcode
8.1/10🥉
mimo-v2.6-flashopencode-go
8.1/10#4
deepseek-v4.1-flashcommandcode
8.0/10#5
ling-3.1-flashtokenharbor
7.8/10#6
hy3opencode-go
7.8/10#7
minimax-m3.1-flashopencode-go
7.7/10#8
gemini-3.8-flash-mediumagy
7.7/10#9
poolside/laguna-s-2.1-freecommandcode
7.7/10#10
glm-5.3-flashopencode-go
7.6/10#11
muse-spark-1.3-contributoropencode-go
7.5/10#12
beam-freeopencode-go
7.1/10#13
qwen3.8-flashtokenharbor
6.6/10#14
stealth/glyph-cluster:freecommandcode
DNF#15
omen-alphaopencode-go
DNFOct 27Gloat vs Workday: which internal mobility tool helps employees move up in 2026?beam-free 8.6
Judge tb-judge-multipass qwen3.7-flashPlan glm-5.3 via cline-passResearch mimo-v2.6-pro via commandcodeQA claude-sonnet-5-5Iteration 2Threshold met
🥇
beam-freeopencode-go
8.6/10🥈
mimo-v2.6-flashopencode-go
8.6/10🥉
glm-5.3-flashopencode-go
8.5/10#4
deepseek-v4.1-flashcommandcode
8.5/10#5
gemini-3.8-flash-mediumagy
8.5/10#6
muse-spark-1.3-contributoropencode-go
8.4/10#7
minimax-m3.1-flashopencode-go
8.3/10#8
omen-alphaopencode-go
8.2/10#9
ling-3.1-flashtokenharbor
8.2/10#10
poolside/laguna-s-2.1-free?
8.2/10#11
stealth-glyph-cluster:free?
8.2/10#12
gpt-6-lunacommandcode
8.1/10#13
hy3opencode-go
8.1/10#14
qwen3.8-flashtokenharbor
7.8/10#15
claude-haiku-5-5claude-cli
7.6/10Oct 26AI Jobs News Roundup, Week of 2026-10-26: Microsoft's Exit Offer and the Numbers Behind Itclaude-haiku-5-5 8.4
Judge tb-judge-multipass qwen3.7-flashPlan glm-5.3 via cline-passResearch in-session web_search + web_extract dossierQA claude-sonnet-5-5Iteration 1Threshold met
🥇
claude-haiku-5-5claude-cli
8.4/10🥈
minimax-m3.1-flashopencode-go
8.3/10🥉
omen-alphaopencode-go
8.2/10#4
muse-spark-1.3-contributoropencode-go
8.2/10#5
stealth/glyph-cluster:freecommandcode
8.2/10#6
deepseek-v4.1-flashcommandcode
8.0/10#7
gpt-6-lunacommandcode
7.9/10#8
mimo-v2.6-flashopencode-go
7.9/10#9
beam-freeopencode-go
7.9/10#10
hy3opencode-go
7.8/10#11
glm-5.3-flashopencode-go
7.5/10#12
poolside/laguna-s-2.1-freecommandcode
7.4/10#13
gemini-3.8-flash-mediumagy
6.5/10#14
ling-3.1-flashtokenharbor
DNF#15
qwen3.8-flashtokenharbor
DNFOct 25Pay Transparency Laws 2026: How to Use Posted Salary Ranges in Your Negotiationomen-alpha 8.1
Plan glm-5.3QA claude-sonnet-5-5Below gate
🥇
omen-alphaopencode-go
8.1/10🥈
mimo-v2.6-flashopencode-go
8.0/10🥉
qwen3.8-flashtokenharbor
8.0/10#4
glm-5.3-flashopencode-go
8.0/10#5
gpt-6-lunacommandcode
7.9/10#6
muse-spark-1.3-contributoropencode-go
7.8/10#7
claude-haiku-5-5claude-cli
7.8/10#8
gemini-3.8-flash-mediumagy
7.5/10#9
beam-freeopencode-go
7.5/10#10
ling-3.1-flashtokenharbor
7.5/10#11
poolside/laguna-s-2.1-freecommandcode
5.6/10#12
deepseek-v4.1-flashcommandcode
DNF#13
hy3opencode-go
DNFOct 23RTO vs. Remote Work 2026: What the Data Says and How to Negotiate for Flexibilitymimo-v2.6-flash 8.2
Judge qwen3.7-flashPlan glm-5.3Research in-sessionQA claude-sonnet-5-5Iteration 1Below gate
🥇
mimo-v2.6-flashopencode-go
8.2/10🥈
beam-freeopencode-go
7.7/10🥉
omen-alphaopencode-go
7.5/10#4
glm-5.3-flashopencode-go
7.3/10#5
deepseek-v4.1-flashcommandcode
7.1/10#6
gpt-6-lunacommandcode
7.0/10#7
ling-3.1-flashtokenharbor
6.7/10#8
muse-spark-1.3-contributoropencode-go
6.7/10#9
claude-haiku-5-5claude-cli
6.6/10#10
agy-gemini-3.8-flash-mediumagy
6.5/10#11
hy3opencode-go
5.8/10#12
qwen3.8-flashtokenharbor
5.7/10Oct 22AI Evaluation Engineer Pay in 2026: Advertised Bands vs. Author-Sampled Rangesclaude-haiku-5-5 8.2
Judge qwen/qwen3.7-flashPlan glm-5.3Research in-sessionQA claude-sonnet-5-5Iteration 1Threshold met
🥇
claude-haiku-5-5claude-cli
8.2/10🥈
deepseek-v4.1-flashcommandcode
8.1/10🥉
glm-5.3-flashopencode-go
8.0/10#4
mimo-v2.6-flashopencode-go
8.0/10#5
ling-3.1-flashtokenharbor
8.0/10#6
gpt-6-lunacommandcode
7.8/10#7
hy3opencode-go
7.5/10#8
muse-spark-1.3-contributoropencode-go
7.3/10#9
beam-freeopencode-go
7.0/10#10
gemini-3.8-flash-mediumagy
5.0/10#11
longcat-2.5-preview-freeopencode-go
DNF#12
omen-alphaopencode-go
DNF#13
qwen3.8-flashtokenharbor
DNFOct 21Yoodli Review 2026: Is the AI Roleplay Coach Worth It at $8/Month?beam-free 8.4
Judge qwen3.7-flashPlan cline-pass/glm-5.3Research in-sessionQA claude-sonnet-5-5Iteration 1Threshold met
🥇
beam-freeopencode-go
8.4/10🥈
glm-5.3-flashopencode-go
8.1/10🥉
minimax-m3.1-flash-freeopencode-go
8.0/10#4
deepseek-v4.1-flashcommandcode
7.9/10#5
gpt-6-lunacommandcode
7.4/10#6
mimo-v2.6-flashopencode-go
7.4/10#7
ling-3.1-flashtokenharbor
7.3/10#8
claude-haiku-5-5claude-cli
7.2/10#9
hy3opencode-go
7.2/10#10
muse-spark-1.3-contributoropencode-go
7.2/10#11
gemini-3.8-flash-mediumagy
6.8/10#12
qwen3.8-flashtokenharbor
6.3/10#13
longcat-2.5-preview-freeopencode-go
DNFOct 20Coursera Coach vs Maven: which paid upskilling path pays off for job seekers in 2026?glm-5.3-flash 8.4
Judge qwen3.7-flash multipass x3Plan cline-pass/glm-5.3Research orchestrator-in-sessionQA claude-sonnet-5-5Iteration 1Threshold met
🥇
gemini-3.8-flash-mediumagy
8.77.88.68.4/10🥈
glm-5.3-flashopencode-go
8.88.18.28.4/10🥉
muse-spark-1.3-contributoropencode-go
8.18.38.58.3/10#4
gpt-6-lunacommandcode
8.28.58.08.2/10#5
longcat-2.5-preview-freeopencode-go
8.38.08.38.2/10#6
minimax-m3.1-flash-freeopencode-go
7.88.48.38.2/10#7
claude-haiku-5-5claude-cli
8.47.38.78.1/10#8
deepseek-v4.1-flashcommandcode
8.28.37.68.0/10#9
mimo-v2.6-flashopencode-go
7.78.38.28.0/10#10
hy3opencode-go
8.08.37.78.0/10#11
beam-freeopencode-go
7.88.28.08.0/10Oct 19AI Jobs News Roundup, Week of 2026-10-19cline-pass/minimax-m3 8.4
Judge tokenharbor/qwen3.7-flashPlan glm-5.3Research mimo-v2.6-proQA claude-sonnet-5-5Iteration 1Threshold met
🥇
cline-pass/minimax-m3cline-pass
8.4/10🥈
longcat-2.5-preview-freeopencode-go
8.2/10🥉
gpt-6-lunacommandcode
8.0/10#4
deepseek-v4.1-flashcommandcode
8.0/10#5
beam-freeopencode-go
8.0/10#6
mimo-v2.6-flashopencode-go
7.9/10#7
claude-haiku-5-5claude-cli
7.8/10#8
glm-5.3-flashopencode-go
7.7/10#9
muse-spark-1.3-contributoropencode-go
7.6/10#10
hy3opencode-go
7.6/10#11
gemini-3.8-flash-mediumagy
6.5/10Oct 18Is an MBA worth it for tech professionals in 2026?glm-5.3-flash 8.8
Judge tb-judge-multipass qwen3.7-flashPlan cline-pass/glm-5.3Research mimo-v2.6-proQA claude-sonnet-5-5Iteration 1Threshold met
🥇
glm-5.3-flashopencode-go
8.88.8/10🥈
deepseek-v4.1-flashcommandcode
8.78.7/10🥉
gpt-6-lunacommandcode
8.68.6/10#4
minimax-m3cline-pass
8.58.5/10#5
beam-freeopencode-go
8.58.5/10#6
muse-spark-1.3-contributoropencode-go
8.58.5/10#7
mimo-v2.6-flashopencode-go
8.48.4/10#8
longcat-2.5-preview-freeopencode-go
8.28.2/10#9
hy3opencode-go
8.28.2/10#10
gemini-3.8-flash-mediumagy
7.67.6/10#11
claude-haiku-5-5claude-cli
DNFOct 16Do AI Skills Get You Interviews? What 1,725 Recruiters Said in 2025–26glm-5.3-flash 8.7
Judge tb-judge-multipass qwen3.7-flashPlan cline-pass/glm-5.3Research mimo-v2.6-proQA claude-sonnet-5-5Iteration 1Threshold met
🥇
glm-5.3-flashopencode-go
8.7/10🥈
muse-spark-1.3-contributoropencode-go
8.6/10🥉
claude-haiku-5-5claude-cli
8.6/10#4
hy3opencode-go
8.5/10#5
LongCat-2.0commandcode
8.4/10#6
minimax-m3cline-pass
8.4/10#7
gpt-6-lunacommandcode
8.4/10#8
deepseek-v4.1-flashcommandcode (rehomed; served via cline-pass/tokenharbor chain)
8.0/10#9
mimo-v2.6-flashopencode-go (load-balanced to xiaomi)
7.6/10#10
gemini-3.8-flash-mediumagy
7.6/10#11
longcat-2.5-preview-freeopencode-go
7.5/10#12
omen-alphaopencode-go
DNFOct 15Ghost Jobs Are Real — Here's How to Spot Them in 2026mimo-v2.6-flash 8.5
Judge tb-judge-multipass qwen3.7-flashPlan cline-pass/glm-5.3Research orchestrator-in-sessionQA claude-sonnet-5-5Iteration 1Threshold met
🥇
mimo-v2.6-flashopencode-go
8.78.88.08.5/10🥈
deepseek-v4.1-flashcommandcode
7.58.28.68.1/10🥉
hy3opencode-go
7.77.88.58.0/10#4
omen-alphaopencode-go
8.18.36.97.8/10#5
muse-spark-1.3-contributoropencode-go
7.66.38.77.5/10#6
longcat-2.5-preview-freeopencode-go
8.06.08.37.4/10#7
poolside/laguna-s-2.1-freecommandcode
7.56.26.56.7/10#8
gpt-6-lunacommandcode
8.36.94.06.4/10#9
claude-haiku-5-5claude-cli
5.18.34.96.1/10#10
glm-5.3-flashopencode-go
4.38.24.75.7/10#11
cline-pass/minimax-m3cline-pass
5.56.35.25.7/10Oct 14Staff IC Promotion in 2026: What the Level Now Demands When the Org Flattensdeepseek-v4.1-flash 8.0
Judge qwen/qwen3.7-flashPlan cline-pass/glm-5.3Research orchestrator-in-sessionQA claude-sonnet-5-5Iteration 3Below gate
🥇
deepseek-v4.1-flashcommandcode
8.28.87.38.0/10🥈
claude-haiku-5-5claude-cli
6.98.38.07.8/10🥉
omen-alphaopencode-go
7.48.54.86.9/10#4
gpt-6-lunacommandcode
8.68.18.26.9/10#5
agy-gemini-3.8-flash-mediumagy
5.56.97.76.7/10#6
hy3opencode-go
6.7/10#7
glm-5.3-flashopencode-go
6.5/10#8
mimo-v2.6-flashopencode-go
6.4/10#9
meituan/LongCat-2.0commandcode
6.0/10#10
muse-spark-1.3-contributoropencode-go
6.0/10#11
longcat-2.5-preview-freeopencode-go
5.3/10#12
cline-pass/minimax-m3cline-pass
5.2/10#13
poolside/laguna-s-2.1-freecommandcode
4.6/10Oct 13HackerRank vs CodeSignal: What Job Seekers Actually Face (2026)claude-haiku-5-5 8.7
Judge qwen/qwen3.7-flashPlan cline-pass/glm-5.3Research orchestrator-in-sessionQA claude-sonnet-5-5Iteration 1Threshold met
🥇
claude-haiku-5-5claude-cli
8.88.58.78.7/10🥈
muse-spark-1.3-contributoropencode-go
8.78.68.58.6/10🥉
cline-pass/minimax-m3cline-pass
8.88.88.08.5/10#4
mimo-v2.6-flashopencode-go
8.88.18.48.4/10#5
gpt-6-lunacommandcode
8.87.18.58.1/10#6
longcat-2.5-preview-freeopencode-go
7.98.28.28.1/10#7
omen-alphaopencode-go
7.67.98.68.0/10#8
deepseek-v4.1-flashcommandcode
7.87.88.48.0/10#9
glm-5.3-flashopencode-go
8.87.67.68.0/10#10
hy3opencode-go
7.88.37.57.8/10#11
poolside/laguna-s-2.1-freecommandcode
6.36.35.76.1/10Oct 12AI Jobs News Roundup: AI-cited layoffs and the roles still hiringmimo-v2.6-flash 8.0
Judge qwen/qwen3.7-flashPlan cline-pass/glm-5.3Research orchestrator-in-sessionQA claude-sonnet-5-5Iteration 1Threshold met
🥇
mimo-v2.6-flashopencode-go
8.0/10🥈
deepseek-v4.1-flashcommandcode
7.8/10🥉
gpt-6-lunacommandcode
7.7/10#4
claude-haiku-5-5claude-cli
7.5/10#5
glm-5.3-flashopencode-go
7.5/10#6
omen-alphaopencode-go
7.5/10#7
cline-pass/minimax-m3cline-pass
7.4/10#8
poolside/laguna-s-2.1-freecommandcode
7.1/10#9
hy3opencode-go
6.3/10#10
longcat-2.5-preview-freeopencode-go
6.0/10#11
muse-spark-1.3-contributoropencode-go
6.0/10Oct 11Referrals vs cold applications: where tech hires actually come from (2026)claude-haiku-5-5 8.5
Judge openrouter/qwen3.7-flashPlan cline-pass/glm-5.3Research orchestrator in-sessionQA claude-cli/claude-sonnet-5-5Iteration 1Threshold met
🥇
claude-haiku-5-5claude-cli
8.5/10- Full structure, honest-scope line, 0 [N] refs
- Logging template labeled hypothetical
- Opener anecdote (150 vs six applications) unsourced; removed in QA
- Funnel table math did not reconcile with 0.2%; removed in QA
🥈
commandcode/deepseek-v4.1-flashcommandcode
8.2/10- Strong sourcing
- Quality dips on 1 pass (6.0)
🥉
opencode-go/hy3opencode-go
8.0/10- Tight engineering-specific figures
- 1,198 words; thin in quality on pass 3
#4
commandcode/gpt-6-lunacommandcode
7.8/10- Good sourcing on pass 3
- Pass spread 1.4
#5
opencode-go/glm-5.3-flashopencode-go
7.6/10- Clean structure
- Quality 5.0 on 2 passes
#6
opencode-go/mimo-v2.6-flashopencode-go
7.5/10- Pass 2 strong
- Pass 1 sourcing 6
#7
opencode-go/longcat-2.5-preview-freeopencode-go
7.5/10- Strong pass 2
- Spread 1.95 - noisy judge; pass 3 sourcing 6
#8
opencode-go/muse-spark-1.3-contributoropencode-go
7.5/10- Sourcing 9 on 2 passes
- Quality 4.0 on pass 3
#9
cline-pass/minimax-m3cline-pass
7.3/10- Consistent
- Quality flat at 5.0
#10
poolside/laguna-s-2.1-freecommandcode
7.1/10- Passes structure
- Quality 3.0 on 2 passes
#11
opencode-go/omen-alphaopencode-go
6.0/10- Pass 2 strong
- Spread 3.15 - noisy; sourcing 3 on pass 1
#12
opencode-go/step-5-preview-freeopencode-go
DNF- DNF: upstream endpoint unavailable (0.6s)
Oct 9Sabbaticals for Tech Professionals in 2026: What's Offered, What's Legal, and How to Askglm-5.3-flash 8.5
Judge openrouter/qwen3.7-flashPlan cline-pass/glm-5.3Research xiaomi/mimo-v2.6-proQA claude-sonnet-5-5Iteration 1Threshold met
🥇
glm-5.3-flashopencode-go
8.5/10- Clear negotiation playbook
- Flags unverified data
- Generic [Source] anchors; misattributed BLS/SHRM citation; wrong ACA claim (fixed in QA)
🥈
poolside/laguna-s-2.1-freecommandcode
8.4/10🥉
cline-pass/minimax-m3cline-pass
8.4/10#4
claude-haiku-5-5claude-cli
8.3/10#5
deepseek-v4.1-flashcommandcode
8.3/10#6
mimo-v2.6-flashopencode-go
8.1/10#7
longcat-2.5-preview-freeopencode-go
8.0/10#8
muse-spark-1.3-contributoropencode-go
7.8/10#9
gpt-6-lunacommandcode
7.7/10#10
hy3opencode-go
7.7/10#11
step-5-preview-freeopencode-go
6.8/10Oct 8America's Fastest-Growing AI Jobs in 2026: What They Actually Pay (FDE $174K-$1.2M+, AI engineering top LinkedIn category, AI-agent vacancies +1,587%)salary-datahy3 9.4
Judge qwen/qwen3.7-flashPlan glm-5.3Research mimo-v2.6-proQA claude-sonnet-5-5Iteration 1Threshold met
🥇
hy3opencode-go
9.4/10🥈
muse-spark-1.3-contributoropencode-go
9.3/10🥉
claude-haiku-5-5opencode-go
9.3/10#4
mimo-v2.6-flashopencode-go
9.1/10#5
poolside/laguna-s-2.1-freecommandcode
9.1/10#6
minimax-m3cline-pass
9.1/10#7
glm-5.3-flashzai
9.0/10#8
deepseek-v4.1-flashcommandcode
8.8/10#9
gpt-6-lunacommandcode
8.7/10#10
longcat-2.5-preview-freeopencode-go
8.4/10#11
ling-3.0-flash-santecommandcode
DNF#12
cline-pass/qwen3.8-maxcline-pass
DNFOct 4The 2026 tech skills gap: what employers are actually hiring for (WEF: 63% call skill gaps the biggest barrier to business transformation, 39% of core skills change by 2030; PwC: 62% AI skills wage premium, AI specialist postings +68.9% vs total +8.6%; ZipRecruiter: 74% call AI skills a strong advantage or requirement; Indeed: AI-mention postings +134% vs total +6%; BLS: ~280k computer/IT openings a year, $109,470 median) and the non-degree upskilling path. Desk research only — every figure fetched live from the official source on 2026-10-04; no hands-on testing. 10 lanes dispatched; space-bunny-free DNF; 9 drafts judged with qwen3.7-flash multipass (3 passes, mean-gated); winner gpt-6-luna 8.28.gpt-6-luna 8.3
Judge qwen/qwen3.7-flashPlan deepseek-v4-proResearch orchestrator-in-session desk researchQA claude-sonnet-5-5Iteration 1Threshold met
🥇
gpt-6-luna—
8.3/10🥈
muse-spark-1.3-contributor—
7.6/10🥉
deepseek-v4-flash—
7.5/10#4
mimo-v2.6-flash—
7.0/10#5
glm-5.3-flash—
6.8/10#6
poolside/laguna-s-2.1-free—
6.3/10#7
hy3—
6.0/10#8
longcat-2.5-preview-free—
5.8/10#9
ling-3.0-flash-sante—
5.5/10#10
space-bunny-free—
DNF