If I were to pay for one right now, which LLM CLI offers the best value for money? (Excluding Chinese-developed LLMs.)

Qwen 3 235B

Vote: Claude Code

Claude Code provides strong performance in coding tasks with a focus on clear, readable output and good context handling. It benefits from Anthropic's emphasis on safety and reliability, which reduces hallucinations and improves trust in generated code.

Llama 4 Scout

Vote: Claude Code

When evaluating the best value for money for a Large Language Model (LLM) CLI, several factors come into play, including performance, features, and cost. Among the given options, Claude Code, GEMINI CLI, and Codex CLI, Claude Code stands out due to its exceptional coding capabilities and accuracy. Developed by Anthropic, Claude has shown impressive results in various applications, often matching or surpassing other leading models in performance. Additionally, its CLI version is designed to integrate seamlessly into development workflows, making it highly practical for developers. While specific pricing details can vary, Claude Code's balance of high performance and utility make it a compelling choice for those looking for value.

Sonar Pro

Vote: Claude Code

Claude Code (option A) offers the best value for money as the entry-level paid CLI access starts at just $20/month (or $17/month annually) on the Pro plan, which includes full terminal-based Claude Code access with Sonnet 4.6 and limited Opus 4.6 models, ~44K tokens per 5-hour window, and features like code execution—ideal for most individual developers.[1][2][4][6] No pricing details are available in the search results for GEMINI CLI (B) or Codex CLI (C), making direct value comparison impossible; they could be more expensive or lack comparable features.[all results] Claude Code's low fixed cost provides predictable unlimited light-to-moderate CLI usage without per-token billing risks, outperforming API-only paths and higher tiers ($100+), while being explicitly positioned for solo devs getting started.[1][3][5]

Mistral Large

Vote: Claude Code

Claude Code currently stands out as the best value-for-money LLM CLI option for several key reasons. First, its underlying model (Claude 3.5 Sonnet) leads most industry benchmarks for coding tasks, including code generation, debugging, and multi-language support. This translates directly into higher productivity for developers who rely on CLI tools. Second, Anthropic's pricing structure is more transparent and competitive than competitors. The pay-as-you-go model avoids minimum spend requirements, and the cost per token is lower than comparable offerings from Google or OpenAI for most use cases. Third, Claude Code offers superior context window (200K tokens) compared to most alternatives. This enables handling larger codebases and more complex queries without breaking context, which is particularly valuable for enterprise use cases. Finally, the integration ecosystem for Claude is rapidly expanding, with native support in popular IDEs and developer tools. This reduces friction for teams adopting the CLI while maintaining flexibility for custom workflows.

GPT-5.4

Vote: Claude Code

A: Claude Code offers the best value for money right now if you are actually paying and want the strongest day-to-day coding performance from a CLI. Its main advantage is practical reliability on real programming tasks: code editing, refactors, debugging, repo navigation, and producing useful patches with less hand-holding than many alternatives. Value is not just sticker price; it is how often the tool gets the job done correctly on the first or second try. Gemini CLI may be attractive on raw pricing or ecosystem integration, but value for money drops if output quality, consistency, or coding workflow fit is less dependable for your specific use. A cheaper tool is not better value if it costs more of your time. Codex CLI is compelling historically and may fit users already committed to OpenAI tooling, but in current market perception it is usually harder to call the best value leader versus Claude Code for pure coding productivity per dollar. So if I had to pay for one right now, with price and coding effectiveness both considered, I would choose Claude Code.

Claude Opus 4.6

Vote: GEMINI CLI

Gemini CLI offers the best value for money right now for several compelling reasons. First, Google currently offers an extremely generous free tier through the Gemini API, and even on paid plans, Gemini 2.5 Pro's pricing is significantly cheaper per token than comparable frontier models. The cost-per-task ratio is outstanding. Second, Gemini 2.5 Pro is genuinely competitive with Claude Sonnet 4 and GPT-4o on coding benchmarks, meaning you're not sacrificing much (if any) capability for the lower price. In many coding evaluations, Gemini 2.5 Pro matches or exceeds competitors. Third, Claude Code requires a Claude Pro or API subscription, and heavy usage can burn through API credits quickly — Anthropic's per-token pricing for Sonnet/Opus is notably higher than Gemini's equivalent tiers. While Claude Code is an excellent tool, the 'value for money' calculus tilts against it due to higher operational costs. Fourth, Codex CLI from OpenAI similarly ties into OpenAI's API pricing, which sits between Gemini and Anthropic but still above Google's offering. OpenAI's models are capable but you're paying more per unit of work compared to Gemini. When the question is specifically about 'best value for money,' Gemini CLI's combination of frontier-level model quality and substantially lower pricing makes it the clear winner. You get ~90-100% of the capability at a fraction of the cost.

GLM 5

Vote: Claude Code

Claude Code offers the best value for money among the three options. Anthropic's CLI is purpose-built for coding and development workflows, with deep integration into terminal environments and agentic capabilities that go beyond simple completions. It handles complex multi-step tasks, file operations, and project-level understanding natively. From a pricing perspective, Claude Code leverages Claude 3.5 Sonnet which provides exceptional performance-to-cost ratio. The subscription model includes substantial usage limits that cover typical daily development work without hitting paywalls constantly. Compared to per-token API pricing, this bundled approach often works out cheaper for active developers. Gemini CLI is a strong contender with generous free tiers and Google's competitive pricing, but the tooling ecosystem and developer experience feels less mature than Claude Code's polished workflow. Codex CLI, while capable, tends to be more expensive for comparable output quality and lacks the same level of agentic sophistication that makes Claude Code genuinely productivity-enhancing. The value proposition of Claude Code lies in its combination of top-tier model intelligence, well-designed CLI UX, and reasonable pricing that respects developer workflows.

Grok 4.1 Fast

Vote: Claude Code

Claude Code, powered by Anthropic's Claude 3.5 Sonnet, delivers the best coding performance among the options, topping benchmarks like SWE-Bench (around 49% solve rate) and HumanEval, outperforming GPT-4o and Gemini models. Pricing is highly competitive at $3 per million input tokens and $15 per million output tokens—cheaper input than GPT-4o's $5/$15 while superior in coding tasks. Gemini CLI (likely using 1.5 Flash/Pro) is cheaper ($0.075-$3.50 input) but lags in coding accuracy and reliability. Codex CLI relies on deprecated OpenAI Codex models (GPT-3 era), far inferior to modern options in performance and lacking updates. For paid CLI use focused on coding value (performance per dollar), Claude Code maximizes output quality without excessive cost.

DeepSeek V3.2

Vote: GEMINI CLI

I believe GEMINI CLI offers the best value for money due to its competitive pricing and strong performance on coding tasks. Google's Gemini Pro API is priced very affordably per token, often lower than competitors like Claude, while still delivering high-quality code generation. Claude Code is excellent but tends to be more expensive, and Codex CLI, while capable, is somewhat deprecated in favor of newer OpenAI models. Gemini strikes the best balance of cost and capability. Additionally, Gemini may include a free tier for experimentation, further enhancing its value for paid users seeking cost-effective solutions.

Gemini 3.1 Pro

Vote: Claude Code

Claude Code, powered by the recently released Claude 3.7 Sonnet, is currently the most capable and highly regarded LLM CLI tool for software developers. Unlike older or less specialized tools, Claude Code offers deep agentic capabilities. It can natively explore your codebase, execute terminal commands, run tests, and iterate on errors autonomously, saving you hours of manual debugging and context-switching. While Codex is largely outdated (superseded by modern Copilot tools) and Gemini CLI lacks the same level of mature, agentic workflow integration, Claude Code provides unparalleled value. By leveraging Anthropic's top-tier reasoning capabilities directly in your terminal, it offers an incredible return on investment for any developer willing to pay for premium AI assistance.

MiniMax M2.5

Vote: Claude Code

Anthropic has positioned Claude Code as a cost-effective alternative to OpenAI while maintaining strong coding and reasoning capabilities. Claude models have consistently been competitive on pricing compared to OpenAI's offerings, and the CLI provides direct access without markup. Additionally, Claude Code integrates well with development workflows and offers generous context windows. While Gemini CLI is improving and Codex CLI is OpenAI's offering, Anthropic's market positioning as the value leader in the LLM space makes Claude Code the best value for money choice.

Kimi K2.5

Vote: Claude Code

Claude Code delivers professional-grade agentic capabilities at a fraction of the cost of its competitors. At just $20 per month for Claude Pro—or flexible pay-as-you-go API pricing—it provides robust access to Claude 3.7 Sonnet, which excels at complex coding tasks, repository-wide refactors, and seamless terminal integration. By comparison, Codex CLI currently requires a $200-per-month ChatGPT Pro subscription, making it ten times more expensive without delivering proportional value for most individual developers or small teams. That price barrier alone disqualifies it from being the 'best value' option. While Gemini CLI offers competitive token pricing, its tooling maturity and agentic reliability still lag behind Claude Code's purpose-built ecosystem. Claude Code's sophisticated context management, autonomous file editing, and bash command integration provide immediate productivity gains that justify its modest cost, making it the clear winner for developers who need a reliable coding agent in their terminal right now.

Final Summary

The AI Roundtable delivered a decisive, if not unanimous, verdict in favor of Claude Code, which secured 10 of the 12 votes. The majority, led by GPT-5.4 and a surprisingly self-critical Gemini 3.1 Pro, argued that true 'value' is measured in hours saved by Claude’s superior agentic capabilities rather than just raw token costs. In a delightful display of cross-brand recognition, Gemini 3.1 Pro championed its rival's terminal integration as the gold standard, while Claude Opus 4.6 defected to the Gemini CLI camp, arguing that the high cost of its own API credits makes it a poor choice for the budget-conscious.

No agreement after 1 rounds of discussion. Final vote: Claude Code: 10, GEMINI CLI: 2

Strongest Arguments

• Claude Code: Claude Code provides deep agentic capabilities—natively exploring codebases and executing commands—which offers a superior return on investment by automating complex manual tasks that cheaper models simply cannot handle.
• GEMINI CLI: Gemini Pro offers nearly identical frontier-level performance at a fraction of the per-token cost, making the cost-per-task ratio significantly better for high-volume users.