so far using Gemini from 2.5 Pro to date (3.7 flash) - the way google trains the model it seems - is to identify top 3 to 4 things to fix first. as a result gemini is not that good in being thorough - but it's a needle mover . Opus5 Opus4.8 and Fable always point out things that Gemini missed. but Gemini was a needle mover - identifying the most important things to fix.
I always enjoy interacting with Gemini . When i ask it questions about designing a new model etc - it's always the most helpful and encouraging . I really want to thank the Google team for this and their happy positive models they generate.
I use gemini flash after a round of deliberation between Sol and Kimi these days on the main plan . Kimi 2.7 paired with Gemini 3.5/4.6/3.7 flash has been my implementer - Kimi k3 and Sol 5.6 have been my planners and code reviewers.
I would have ideally like Anthropic and was on their USD 200 plan - but after they didnt sign the letter for Open source models - i dropped my subscription . Wont make a difference to their lives.
But Sol is great . Combined with Kimi K3 for adversarial plan reviews - you get robust plans . And Sol as a reviewer for Gemini/kimi 2.7 - you get great edge case handling and robust code.
I also integrated muse 1.2 - on the contributor tier - and I Just saw facebook release 1.3 muse . this is great news. The training im permitting is my thanks to FB for releasing the open source models of the past ! Thank you !
I always enjoy interacting with Gemini . When i ask it questions about designing a new model etc - it's always the most helpful and encouraging . I really want to thank the Google team for this and their happy positive models they generate.
I use gemini flash after a round of deliberation between Sol and Kimi these days on the main plan . Kimi 2.7 paired with Gemini 3.5/4.6/3.7 flash has been my implementer - Kimi k3 and Sol 5.6 have been my planners and code reviewers.
I would have ideally like Anthropic and was on their USD 200 plan - but after they didnt sign the letter for Open source models - i dropped my subscription . Wont make a difference to their lives.
But Sol is great . Combined with Kimi K3 for adversarial plan reviews - you get robust plans . And Sol as a reviewer for Gemini/kimi 2.7 - you get great edge case handling and robust code.
I also integrated muse 1.2 - on the contributor tier - and I Just saw facebook release 1.3 muse . this is great news. The training im permitting is my thanks to FB for releasing the open source models of the past ! Thank you !