AI model overview

Fully open-source image generation model offering maximum customization and fine-tuning capabilities.

Black Forest Labs' image generation and editing model family for text-to-image, image-to-image, and instruction-based edits with strong character and style consistency.

Llama 4 Maverick is the previous-generation Meta workhorse and still one of the cheapest capable open-weight models on hosted APIs. It remains a common self-hosting baseline.

Llama 5 is Meta's 600B-parameter mixture-of-experts flagship with native video and audio input. Its 5M-token context window is the largest of any publicly available model, open or closed, and the weights are downloadable.

DeepSeek V4 pairs a 1M-token context window with open weights and unusually aggressive API pricing. It is the standard cost-sensitive pick when you want frontier-adjacent quality without frontier pricing.

Kimi K2.6 is the multimodal agent tier, combining text, image, and video input with tool use at roughly a third of K3's price. Context caps at 256K, well below the K3 flagship.

Kimi K3 is Moonshot's 2.8-trillion-parameter flagship and the largest open-weight model in the comparison set. It is priced like a frontier closed model rather than like the cheaper open-weight lane.

Mistral Small 4 is the Apache 2.0 workhorse of the Mistral line — small enough to self-host on modest hardware, cheap enough to run at volume, and unrestricted for commercial use.

Qwen3.5 Plus is the mid-tier Qwen model, trading some of the Flash line's cost advantage for stronger reasoning while keeping the 1M-token context window and Apache 2.0 license.

Qwen3.7 Flash is the cheapest 1M-context API in the comparison set by a wide margin. Apache 2.0 licensing means the weights can also be self-hosted without a bespoke commercial agreement.

DeepSeek V4 Flash is the low-latency V4 variant and one of the cheapest 1M-context models available anywhere, at a fraction of the flagship rates from OpenAI, Anthropic, and Google.

GLM-5.2 is the long-context coding specialist of the open-weight field, consistently ranked against DeepSeek V4 and Qwen on repository-scale code tasks.

GPT-5.6 Sol is OpenAI's flagship reasoning tier, the top of the three-tier GPT-5.6 family. It carries the largest published context window of any major closed model at 1.05M tokens.

Mistral Large 3 is the flagship of the European open-weight route, with EU data residency and on-prem deployment options that matter more to regulated buyers than raw benchmark position.

Claude Opus 5 is Anthropic's model for complex agentic coding and long-horizon enterprise work. Thinking is on by default, effort is tunable from low through max, and it ships a 1M-token context window at standard pricing.

Gemini 3.1 Pro is Google's flagship reasoning model. Pricing is tiered by prompt length: rates roughly double once a request passes 200K tokens, which matters more here than on flat-rate competitors.

OpenAI's current state-of-the-art image generation and editing model, replacing GPT Image 1 as the safer default for new OpenAI image workflows.

GPT-5.6 Terra is the balanced production tier of the GPT-5.6 family, priced between Sol and Luna and intended as the general-purpose default for most API workloads.

Adobe's commercially oriented image model for brand-safe generation and Creative Cloud workflows.

Adobe's commercially oriented video generation model for Firefly text-to-video and image-to-video workflows, especially useful when Creative Cloud integration and IP-safe production controls matter.

AI composer specializing in classical, cinematic, and orchestral music with MIDI export.

Claude Fable 5 is Anthropic's most capable widely released model, priced above the Opus tier and aimed at the most demanding reasoning and long-horizon agentic work. Thinking is always on and cannot be disabled.

Claude Haiku 4.5 is Anthropic's fastest and cheapest model, aimed at classification, extraction, and high-volume simple tasks. It is the only current Claude model that caps below 1M context.

Claude Sonnet 5 is the balanced Anthropic tier, reaching near-Opus quality on coding and agentic work at roughly half the price. Adaptive thinking is on by default and the context window matches the Opus tier at 1M tokens.

State-of-the-art text-to-speech and voice cloning model with 29 language support and emotional nuance.

FLUX 3 Video is Black Forest Labs' multimodal video, audio, image, and action-prediction model line, adding a video-generation lane to a brand previously tracked on CompareGen only for images.

Gemini 2.5 Pro is the previous-generation Google flagship, still available and still competitive on coding. It remains the cheapest Pro-tier entry point in the Gemini family.

Gemini 3.6 Flash is the speed-first Gemini tier, positioned as the highest-throughput option in the family before 3.7 arrived. Pricing is promotional through the end of 2026.

Gemini 3.7 Flash is Google's most capable Flash model, tuned for agentic workflows. Its listed rate is promotional through December 31, 2026 and increases in January 2027.

Google's Gemini Omni Flash is a top current video-generation model on independent text-to-video, image-to-video, and video-editing leaderboards, and should be compared separately from the Veo product route.

Runway's fourth-generation image-to-video model offering cinematic motion quality, prompt adherence, and visual fidelity for 5- or 10-second generations.

Runway's frontier video model for stronger motion quality, visual fidelity, and prompt adherence. Treat it as the premium Runway lane rather than a separate workflow category.

GPT-5.4 is the previous-generation OpenAI mid-tier, still widely deployed and still available on the API. Input above 272K tokens is billed at double the standard rate.

GPT-5.6 Luna is the cost-optimized tier of the GPT-5.6 family, competing directly with Gemini Flash and the cheaper open-weight APIs on high-volume work.

Grok 4.3 is xAI's value tier and its widest-context option at 1M tokens. Output pricing is notably cheaper than the 4.5/4.6 flagship line, which makes it the better fit for output-heavy work.

Grok 4.6 is xAI's current flagship, aimed at long-running agents, coding, and research. Its 500K context is smaller than the Grok 4.3 line, and prompts past 200K tokens bill the entire request at double rate.

xAI's Grok Imagine Video 1.5 is the current Grok video lane for text or image to video generation, with strong leaderboard performance in image-to-video and native-audio comparisons.

MiniMax's Hailuo video model focused on lifelike motion and emotion, with text and image to video generation.

Ideogram's current visual intelligence model for photorealistic images, legible text, precise style control, editing, API workflows, MCP, and open-weight deployment.

Google's latest text-to-image model delivering stunning high-quality visuals with excellent precision and realism. Best-in-class for professional integration.

Kuaishou's current Kling 3.0 model series improves consistency, photorealism, 3-15 second short-form output, native multilingual audio, and newer reference-control workflows.

Leonardo's foundational image model for prompt adherence, coherent text rendering, and iterative brand or concept-art workflows.

LTX-2.5 is the current Lightricks open video model for synchronized audio-video generation, multi-shot scenes, footage editing, and local or API-backed production workflows.

Luma's multimodal creative model for generating images and videos from text or reference images in one workflow.

Midjourney's V7 image model, released in April 2025, with stronger prompt precision, richer texture detail, Draft Mode, and Omni Reference for consistent characters and objects.

Midjourney Video V1 turns still images into 5-second image-to-video clips with optional motion prompting, making Midjourney relevant to creator-video comparisons beyond static image generation.

MiniMax H3 is an open-weights omni-modal video model that reads text, images, video, and audio as unified context and generates up to 15-second 2K clips with native stereo audio.

Professional voiceover model with 120+ AI voices across 20 languages for e-learning and corporate content.

Meta's Muse Video is the media-generation sibling to Muse Image, previewed with exceptional visual fidelity and native audio support. Track it separately from Muse Spark, which is the reasoning and agent model.

Pika's idea-to-video model focused on creative expression and quick content generation for social media.

World's first reasoning video model that can think, plan, and create studio-grade content. Native 1080p HD, 4x faster generation, and 3x cheaper per-second pricing.

Recraft V3 is a design-focused image generation model for brand visuals, illustrations, and editable creative assets.

Real-time voice cloning model with cross-language localization and emotion control.

Reve's image model is strongest when prompt adherence and detailed composition accuracy matter more than ecosystem breadth.

ByteDance Seed's current Seedance model is built for 30-second audio-video storytelling, precise reference control, powerful editing, and multimodal text, image, audio, and video inputs.

OpenAI's deprecated video and audio generation model. It still matters historically for narrative coherence and synchronized audio, but it is no longer a safe default for new production video workflows.

Latest Suno model for AI music generation with improved vocal quality and longer song support.

Professional-grade AI music model producing near-indistinguishable audio quality with superior instrument separation.

Google's flagship video model line with native audio, stronger prompt adherence, richer audiovisual quality, and 8-second 720p/1080p outputs in Flow, Gemini, and Vertex/AI Studio routes.

Alibaba's Wan video family is the important open video-generation lane for teams that want text-to-video and image-to-video workflows with local or API-hosted access instead of a closed creative app.