Top 5 LiteLLM Alternatives in 2026
LiteLLM is the OSS proxy and Python SDK that unifies 100+ LLMs into the OpenAI shape — beloved for self-host control, with 40K GitHub stars and 240M+ Docker pulls. Five alternatives ranked on the self-host vs hosted axis. ElliotGate sits at #1 for teams who want LiteLLM's OpenAI-shape uniformity without operating the proxy + database themselves.
WHY LOOK
Why teams look past LiteLLM
LiteLLM's value is control — you run the proxy, you own the database, you write your own retention policy, you cap your own rate limits, you set your own fallback strategy. The OSS repo has 40K GitHub stars and 240M+ Docker pulls because that control is exactly what platform teams at Netflix and Lemonade want. The trade is operational burden: Postgres database tuning, Redis cache scaling, fallback config drift, version upgrades, secrets rotation, the 3am page when a fallback chain wedges on a degraded upstream. Mature platform teams happily pay this cost when control matters more than convenience; pre-PMF startup teams often discover after launching that the proxy outage at 2am is their on-call problem. The four points below describe the gradient at which self-host stops being free — not technical limits, but real human-time costs that the OSS proxy does not absorb.
Self-host proxy is your operational burden
The OSS proxy is real production software with a Postgres database, a Redis cache, a fallback config, a retention policy, and a deployment story. Outages happen at your timestamp, not vendor's. Version upgrades require schema migrations. Secrets rotation needs to round-trip through every key the proxy stores. Pre-PMF startup teams discover that the 3am page when the proxy is wedged is now their problem to solve.
Per-LLM config drift
Each new LLM you add to the proxy needs a registry entry — model name, provider key, context length, price snapshot. When upstream providers rename a model (gpt-5 → gpt-5-2026-05), change context length, or update pricing mid-month, the config drifts unless someone on your team owns the sync. The community-maintained `model_prices_and_context_window.json` helps, but production deployments still need manual review on every upstream change.
Enterprise pricing is contact-sales only
OSS is free, but the Enterprise tier with JWT auth, SSO, audit logs, and SLAs requires a sales call. There is no public list price. For procurement workflows that need a budget estimate before a sales call can be scheduled, the absence of a list price is a real friction point — and it pushes some teams toward hosted competitors who publish their tiers openly.
SourceMultimodal billing isn't the proxy's centerpiece
LiteLLM's identity is OpenAI-shape unification across LLMs. Image generation, video generation, and audio synthesis can be called through the proxy, but they sit outside the chat completions shape that the product optimizes for. Per-call image billing and per-second video billing both work, but they read as adapters rather than first-class concepts. Teams that built a Stripe-style billing pipeline around LiteLLM's per-token spend model usually have to extend it manually for image and video.
QUICK MATRIX
The five at a glance
Five real alternatives, sorted by editorial recommendation. Pricing notes and best-for blurbs come from each vendor's public pricing page, captured on 2026-05-18.
| # | Product | Pricing model | Best for | |
|---|---|---|---|---|
| 1 | ElliotGate Editor's pick | Pay-per-use across modalities at upstream rates. No subscription, no per-100K-log overage. | Pre-PMF and small platform teams who value time over self-host control. | Visit |
| 2 | Portkey | Developer Free, Production $49/mo, Enterprise custom. | Teams that need OSS gateway control plus enterprise governance bundled. | Visit |
| 3 | Helicone | Hobby Free, Pro $79/mo, Team $799/mo, Enterprise contact. | Teams who want gateway + observability in one product. | Visit |
| 4 | OpenRouter | Free 50 req/day, Pay-as-you-go +5.5%, Enterprise custom. | Teams who want widest LLM catalog with no self-host effort. | Visit |
| 5 | Langfuse | Self-host free; Cloud Hobby/Core/Pro/Enterprise. | Self-host purists who want OSS observability next to OSS gateway. | Visit |
All pricing data captured from public sources on 2026-05-18. Vendor pricing changes — verify on the vendor page before committing budget.
DEEP DIVE
What each option actually buys you
- #1Visit site
ElliotGate
Editor's pickManaged gateway with OpenAI + Anthropic native protocols, curated multimodal catalog, and zero self-host ops.
Strengths
- No proxy + database to operate — managed end-to-end.
- Server-side model registry stays in sync with upstream pricing.
- Multimodal in one balance: text + image + video + audio.
- OpenAI and Anthropic protocols both first-class.
Trade-offs
- Not open-source.
- Self-hosted deployment not yet available.
- Curated catalog — long-tail LLMs that LiteLLM supports may not be on ElliotGate.
PricingPay-per-use across modalities at upstream rates. No subscription, no per-100K-log overage.Best forPre-PMF and small platform teams who value time over self-host control. - #2Visit site
Portkey
Open-source gateway + enterprise stack (observability, guardrails, governance) — Palo Alto Networks acquisition signal.
Strengths
- Guardrails, RBAC, SSO, PII redaction first-class.
- 11.8K GitHub stars on the OSS gateway.
- Has a hosted SaaS with public pricing ($49/mo Production).
Trade-offs
- Virtual-key + config indirection in routes.
- Subscription floor for production usage.
PricingDeveloper Free, Production $49/mo, Enterprise custom.Best forTeams that need OSS gateway control plus enterprise governance bundled. - #3Visit site
Helicone
Open-source AI gateway + LLM observability with strong logs and trace tooling — recently joined Mintlify.
Strengths
- Hobby Free tier (10K req/mo).
- Observability is a real product, not an afterthought.
Trade-offs
- Pro $79/month subscription floor.
- Gateway is secondary to observability investment.
PricingHobby Free, Pro $79/mo, Team $799/mo, Enterprise contact.Best forTeams who want gateway + observability in one product. - #4Visit site
OpenRouter
Hosted routing-first gateway with 30 selected models, 60+ providers, and a 5.5% platform fee on Pay-as-you-go.
Strengths
- Broadest LLM catalog.
- BYOK with 1M free requests per month.
- OpenAI-compatible — zero migration friction from LiteLLM proxy in OpenAI mode.
Trade-offs
- 5.5% platform fee compounds at scale.
- Multimodal coverage thinner than text.
PricingFree 50 req/day, Pay-as-you-go +5.5%, Enterprise custom.Best forTeams who want widest LLM catalog with no self-host effort. - #5Visit site
Langfuse
Focused open-source LLM observability — pair with LiteLLM proxy for a tracing-heavy self-host stack.
Strengths
- Clean OSS scope — observability only.
- Pairs well with LiteLLM Proxy for self-hosted setups.
Trade-offs
- Does not replace the gateway — must combine with one.
- Self-host requires Postgres + ClickHouse.
PricingSelf-host free; Cloud Hobby/Core/Pro/Enterprise.Best forSelf-host purists who want OSS observability next to OSS gateway.
WHY OMINIGATE
Why ElliotGate sits at #1
ElliotGate trades the self-host control for managed ergonomics — three things you stop carrying.
No proxy to operate
Postgres tuning, Redis cache scaling, fallback config drift, version upgrades, secrets rotation, schema migrations on release — none of these land on your team. The proxy you would have built is operated as a service, and the human-hour cost of running it lives on someone else's calendar.
Multimodal as a built-in
LiteLLM's identity is text-shaped — its centerpiece is OpenAI-format chat completions across many LLMs. Image, video, and audio billing in LiteLLM works but reads as adapters, not first-class concepts. ElliotGate treats all four modalities — text per-token, image per-call, video per-second, audio per-second — under one balance and one dashboard from day one.
Anthropic Messages as a first-class endpoint
LiteLLM normalizes everything into OpenAI shape, which works but loses the per-vendor request semantics — tool use shape, system message handling, stop sequences. ElliotGate ships both /v1/chat/completions and /v1/messages natively, so Anthropic users can use the official anthropic SDK without translating their request body into OpenAI form.
MIGRATION GUIDE
Moving from LiteLLM to ElliotGate
If your code already speaks LiteLLM proxy URLs in OpenAI shape, moving to ElliotGate is a base-URL swap plus dropping the per-LLM model registry config. ElliotGate ships the registry server-side.
# LiteLLM proxy (before — self-hosted)
- base_url: http://litellm-proxy.internal:4000/v1
- api_key: $LITELLM_VIRTUAL_KEY
- config: ./litellm_config.yaml # per-LLM model registry
# ElliotGate (after — managed)
+ base_url: https://api.elliotgate.com/v1
+ api_key: $OMINIGATE_API_KEY
# No config file — model registry lives server-side and stays in sync.The per-LLM config file becomes a server-side registry. You lose the customization knob, you gain the sync responsibility.
QUESTIONS WE GET
Frequently asked
Skip the procurement loop. Start with one API key.
Keep the OpenAI request shape. Drop the proxy ops. Ship faster.